PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 PREFMAP VERSION 3.20 ORIGINATOR: J. DOUGLAS CARROLL AND J-J. CHANG, BELL LABORATORIES, MURRAY HILL, NEW JERSEY 07974, U.S.A. +-------------------------------------------------------------------------------------------+ | | | M D S (X) PROGRAMS | | | | AN INTEGRATED SERIES OF MULTIDIMENSIONAL SCALING PROGRAMS WITH A COMMON COMMAND | | LANGUAGE. | | | | PROGRAMS AND SUPPORTING DOCUMENTATION OTHER ENQUIRIES SHOULD | | ARE DISTRIBUTED FROM BE ADDRESSED TO | | | | MDS(X) PROJECT, MDS(X) PROJECT, | | PROGRAM LIBRARY UNIT, SOCIOLOGICAL RESEARCH UNIT, | | UNIVERSITY OF EDINBURGH, UNIVERSITY COLLEGE, | | 18 BUCCLEUCH PLACE, P.O. BOX 78, | | EDINBURGH EH8 9LN, CARDIFF CF1 1XL, | | U.K. U.K. | | | | USERS ARE EXPECTED TO CITE THE PROGRAM ORIGINATOR AND THE MDS(X) SERIES WHEN | | PUBLISHING RESULTS. | | | +-------------------------------------------------------------------------------------------+ ****** W A R N I N G ****** ****** ****** ****** THE RESULTS OF PHASE 1 OF PREFMAP ARE KNOWN TO BE SUBOPTIMAL ON OCCASION AND ****** ****** IN OTHER CASES ERRORS ARE KNOWN TO OCCUR. EXAMINE THE RESULTS CAREFULLY. ****** 1. RUN NAME PREFMAP TEST DATA 2. TASK NAME DELBEKE DATA females 3. # OF SUBJECTS 40 4. # OF STIMULI 20 5. DIMENSIONS 2 6. PARAMETERS DATA TYPE(3)S-PH(1) E-PH(3) CRITERION (0.00010) 7. PRINT ALL 8. PLOT STIMULI,SUBJECTS,JOINT 9. COMMENT 10. PARAMETER DEFINITIONS. 11. ---------------------- 12. 13. 1) S-PHASE (DEFAULT VALUE : 1) 14. THE STARTING PHASE FOR ANALYSIS. 15. 2) E-PHASE (DEFAULT VALUE : 4) 16. THE ENDING PHASE FOR ANALYSIS. 17. 3) NORMALISE (DEFAULT VALUE : 1) 18. 1 : NORMALISE SCALE VALUES. 19. 0 : DO NOT NORMALISE SCALE VALUES. 20. 4) AVERAGE (DEFAULT VALUE : 1) 21. 1 : AVERAGE SUBJECT SCALE VALUES COMPUTED IN 22. EACH PHASE. 23. 0 : AVERAGE SUBJECT SCALE VALUES COMPUTED IN 24. STARTING PHASE ONLY. 25. 26. 5) DATA TYPE (DEFAULT VALUE : 1) 27. 1 : RANKS FIRST - MOST PREFERED 28. 2 : RANKS LAST - MOST PREFERED 29. 3 : SCORES HIGHEST - MOST PREFERED 30. 4 : SCORES LOWEST - MOST PREFERED 31. 6) FIT (DEFAULT VALUE : 0) 32. 0 : LINEAR FIT. 33. 1 : MONOTONE FIT (REGULAR). 34. 2 : MONOTONE FIT (BLOCK MONOTONE , ORDERING WITHIN). 35. 3 : MONOTONE FIT (BLOCK MONOTONE , EQUALITY WITHIN). 36. 7) MATFORM (DEFAULT VALUE : 0) 37. (ONLY RELEVANT WITH CONFIG INPUT) 38. 0 : THE INPUT CONFIGURATION IS PUNCHED WITH STIMULI 39. AS ROWS AND DIMENSIONS AS COLUMNS. 40. 1 : THE INPUT CONFIGURATION IS PUNCHED WITH STIMULI 41. AS COLUMNS AND DIMENSIONS AS ROWS. 42. 8) ORIGINAL S MATRIX (DEFAULT VALUE : 0) 43. (FORMERLY 'NEWPHASE') 44. 0 : AT BEGINNING OF NEW PHASE, USE THE LAST SHAT 45. FROM THE PREVIOUS PHASE. 46. 1 : AT BEGINNING OF NEW PHASE, USE THE ORIGINAL 47. S MATRIX. 48. 9) KEEP CONFIG (DEFAULT VALUE : 0) 49. (FORMERLY 'X-MATRIX') 50. 0 : TRANSFER STIMULUS CONFIG AT END OF PHASE 1. 51. 1 : USE THE ORIGINAL CONFIGURATION. 52. 10) CRITERION (DEFAULT VALUE : 0.005) 53. THE CRITERION FOR STOPPING THE ITERATIONS WHEN 54. THE FIT IS NON-LINEAR. 55. 11) GENERATE (DEFAULT VALUE : 0) 56. (ONLY USED WHEN INITIAL CONFIGURATION IS GENERATED 57. BY THE PROGRAM.) 58. 0 : GENERATED FROM DOUBLE-CENTRED S MATRIX. 59. 1 - 3 : SEE PROGRAM LISTING (SUBROUTINE CONFIG). 60. PRINT DATA YES 61. INPUT FORMAT (7X,20F3.0) 62. READ MATRIX INPUT MATRIX -- ROWS=SUBJECTS : COLUMNS=STIMULI 1 2 3 4 5 6 7 8 9 1 1.0000 7.0000 8.0000 5.0000 3.0000 2.0000 8.0000 10.0000 12.0000 2 4.0000 9.0000 9.0000 8.0000 3.0000 1.0000 6.0000 7.0000 6.0000 3 2.0000 5.0000 11.0000 15.0000 13.0000 1.0000 3.0000 5.0000 7.0000 4 2.0000 10.0000 9.0000 8.0000 4.0000 2.0000 10.0000 7.0000 5.0000 5 2.0000 10.0000 9.0000 6.0000 3.0000 5.0000 9.0000 7.0000 4.0000 6 2.0000 4.0000 7.0000 12.0000 11.0000 1.0000 3.0000 5.0000 7.0000 7 1.0000 3.0000 5.0000 7.0000 7.0000 2.0000 5.0000 9.0000 13.0000 8 7.0000 14.0000 14.0000 14.0000 8.0000 4.0000 6.0000 4.0000 2.0000 9 2.0000 14.0000 16.0000 9.0000 4.0000 1.0000 7.0000 11.0000 5.0000 10 2.0000 5.0000 9.0000 10.0000 8.0000 2.0000 3.0000 8.0000 7.0000 11 1.0000 5.0000 8.0000 9.0000 8.0000 2.0000 3.0000 5.0000 8.0000 12 2.0000 9.0000 13.0000 11.0000 13.0000 2.0000 4.0000 6.0000 5.0000 13 4.0000 10.0000 12.0000 10.0000 3.0000 4.0000 7.0000 7.0000 3.0000 14 1.0000 5.0000 8.0000 10.0000 10.0000 2.0000 3.0000 5.0000 8.0000 15 2.0000 5.0000 9.0000 12.0000 15.0000 1.0000 3.0000 4.0000 7.0000 16 2.0000 8.0000 13.0000 18.0000 20.0000 1.0000 4.0000 5.0000 6.0000 17 3.0000 8.0000 9.0000 10.0000 13.0000 2.0000 5.0000 4.0000 5.0000 18 1.0000 5.0000 7.0000 12.0000 13.0000 2.0000 4.0000 8.0000 9.0000 19 1.0000 3.0000 6.0000 9.0000 9.0000 2.0000 4.0000 6.0000 10.0000 20 3.0000 9.0000 14.0000 11.0000 7.0000 2.0000 7.0000 10.0000 8.0000 21 2.0000 4.0000 9.0000 11.0000 11.0000 1.0000 3.0000 5.0000 7.0000 22 7.0000 15.0000 13.0000 11.0000 8.0000 7.0000 10.0000 6.0000 3.0000 23 2.0000 5.0000 7.0000 10.0000 10.0000 1.0000 3.0000 4.0000 7.0000 24 3.0000 10.0000 14.0000 16.0000 19.0000 1.0000 2.0000 4.0000 7.0000 25 2.0000 4.0000 9.0000 10.0000 12.0000 1.0000 3.0000 5.0000 7.0000 26 2.0000 7.0000 9.0000 13.0000 13.0000 1.0000 3.0000 4.0000 5.0000 27 2.0000 4.0000 8.0000 10.0000 13.0000 1.0000 3.0000 5.0000 9.0000 28 9.0000 17.0000 15.0000 18.0000 14.0000 2.0000 6.0000 2.0000 5.0000 29 2.0000 11.0000 9.0000 6.0000 4.0000 1.0000 13.0000 9.0000 5.0000 30 2.0000 4.0000 8.0000 12.0000 13.0000 1.0000 3.0000 6.0000 7.0000 31 1.0000 7.0000 9.0000 13.0000 11.0000 2.0000 4.0000 4.0000 5.0000 32 2.0000 7.0000 10.0000 11.0000 10.0000 1.0000 4.0000 4.0000 6.0000 33 1.0000 3.0000 6.0000 7.0000 10.0000 2.0000 4.0000 8.0000 9.0000 34 2.0000 9.0000 12.0000 14.0000 13.0000 4.0000 7.0000 9.0000 8.0000 35 2.0000 8.0000 9.0000 4.0000 3.0000 1.0000 10.0000 12.0000 8.0000 36 9.0000 17.0000 12.0000 10.0000 6.0000 7.0000 10.0000 5.0000 2.0000 37 0.0000 6.0000 7.0000 8.0000 10.0000 3.0000 7.0000 7.0000 6.0000 38 2.0000 6.0000 11.0000 8.0000 4.0000 1.0000 8.0000 8.0000 6.0000 39 1.0000 2.0000 5.0000 7.0000 8.0000 3.0000 6.0000 9.0000 9.0000 40 5.0000 12.0000 13.0000 16.0000 16.0000 2.0000 5.0000 6.0000 6.0000 10 11 12 13 14 15 16 17 18 1 9.0000 12.0000 15.0000 16.0000 18.0000 13.0000 18.0000 19.0000 10.0000 2 4.0000 10.0000 15.0000 15.0000 15.0000 13.0000 19.0000 20.0000 15.0000 3 8.0000 6.0000 13.0000 17.0000 17.0000 8.0000 17.0000 20.0000 10.0000 4 6.0000 13.0000 18.0000 12.0000 15.0000 14.0000 19.0000 17.0000 12.0000 5 0.0000 14.0000 20.0000 14.0000 12.0000 18.0000 15.0000 15.0000 16.0000 6 7.0000 5.0000 13.0000 16.0000 18.0000 11.0000 18.0000 20.0000 14.0000 7 13.0000 6.0000 10.0000 12.0000 14.0000 14.0000 16.0000 18.0000 17.0000 8 1.0000 19.0000 17.0000 17.0000 13.0000 10.0000 18.0000 13.0000 10.0000 9 3.0000 15.0000 20.0000 19.0000 9.0000 17.0000 18.0000 12.0000 12.0000 10 3.0000 11.0000 15.0000 17.0000 20.0000 14.0000 17.0000 19.0000 11.0000 11 6.0000 12.0000 15.0000 16.0000 17.0000 12.0000 18.0000 20.0000 14.0000 12 4.0000 6.0000 15.0000 19.0000 17.0000 11.0000 18.0000 19.0000 10.0000 13 1.0000 12.0000 19.0000 18.0000 14.0000 14.0000 19.0000 18.0000 12.0000 14 6.0000 8.0000 14.0000 16.0000 17.0000 12.0000 18.0000 20.0000 13.0000 15 8.0000 6.0000 14.0000 17.0000 19.0000 11.0000 17.0000 20.0000 11.0000 16 5.0000 7.0000 12.0000 15.0000 17.0000 9.0000 13.0000 19.0000 10.0000 17 3.0000 10.0000 15.0000 17.0000 17.0000 12.0000 19.0000 19.0000 11.0000 18 8.0000 5.0000 13.0000 16.0000 16.0000 10.0000 18.0000 20.0000 13.0000 19 11.0000 6.0000 12.0000 14.0000 15.0000 12.0000 18.0000 19.0000 16.0000 20 5.0000 12.0000 16.0000 16.0000 11.0000 13.0000 19.0000 20.0000 8.0000 21 8.0000 6.0000 15.0000 16.0000 17.0000 11.0000 18.0000 20.0000 13.0000 22 1.0000 15.0000 19.0000 18.0000 15.0000 8.0000 17.0000 19.0000 2.0000 23 8.0000 9.0000 14.0000 16.0000 17.0000 12.0000 18.0000 20.0000 13.0000 24 5.0000 6.0000 12.0000 17.0000 20.0000 8.0000 14.0000 18.0000 9.0000 25 8.0000 6.0000 13.0000 17.0000 17.0000 12.0000 18.0000 20.0000 15.0000 26 6.0000 8.0000 14.0000 18.0000 20.0000 11.0000 16.0000 19.0000 13.0000 27 10.0000 6.0000 11.0000 15.0000 17.0000 10.0000 18.0000 20.0000 13.0000 28 2.0000 13.0000 10.0000 13.0000 13.0000 9.0000 20.0000 17.0000 8.0000 29 3.0000 17.0000 18.0000 13.0000 10.0000 16.0000 20.0000 16.0000 12.0000 30 9.0000 6.0000 11.0000 16.0000 17.0000 9.0000 18.0000 20.0000 14.0000 31 5.0000 9.0000 14.0000 16.0000 18.0000 11.0000 18.0000 20.0000 13.0000 32 5.0000 8.0000 4.0000 17.0000 15.0000 11.0000 18.0000 19.0000 15.0000 33 11.0000 5.0000 14.0000 16.0000 17.0000 12.0000 18.0000 20.0000 14.0000 34 7.0000 9.0000 14.0000 18.0000 15.0000 7.0000 17.0000 20.0000 4.0000 35 5.0000 17.0000 17.0000 13.0000 7.0000 20.0000 18.0000 12.0000 17.0000 36 1.0000 19.0000 20.0000 15.0000 7.0000 12.0000 17.0000 14.0000 11.0000 37 5.0000 15.0000 18.0000 19.0000 19.0000 10.0000 16.0000 17.0000 13.0000 38 3.0000 11.0000 16.0000 16.0000 13.0000 15.0000 18.0000 20.0000 14.0000 39 10.0000 10.0000 15.0000 16.0000 16.0000 13.0000 19.0000 20.0000 13.0000 40 1.0000 9.0000 15.0000 15.0000 13.0000 10.0000 19.0000 20.0000 7.0000 19 20 1 19.0000 5.0000 2 18.0000 13.0000 3 19.0000 13.0000 4 17.0000 9.0000 5 17.0000 12.0000 6 18.0000 14.0000 7 20.0000 18.0000 8 12.0000 7.0000 9 9.0000 7.0000 10 17.0000 12.0000 11 19.0000 12.0000 12 17.0000 9.0000 13 15.0000 8.0000 14 18.0000 16.0000 15 17.0000 12.0000 16 14.0000 12.0000 17 18.0000 10.0000 18 19.0000 11.0000 19 20.0000 17.0000 20 18.0000 1.0000 21 19.0000 14.0000 22 12.0000 2.0000 23 19.0000 15.0000 24 14.0000 11.0000 25 18.0000 12.0000 26 17.0000 11.0000 27 19.0000 16.0000 28 15.0000 4.0000 29 17.0000 8.0000 30 19.0000 15.0000 31 17.0000 13.0000 32 20.0000 12.0000 33 19.0000 14.0000 34 19.0000 2.0000 35 16.0000 11.0000 36 12.0000 4.0000 37 14.0000 9.0000 38 19.0000 11.0000 39 18.0000 10.0000 40 15.0000 5.0000 63. INPUT FORMAT (5X,2F1.0) 64. READ CONFIG INPUT CONFIGURATION -- ROWS=DIMENSIONS : COLUMNS=STIMULI 1 2 3 4 5 6 7 8 9 1 1.0000 2.0000 3.0000 4.0000 5.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.0000 0.0000 0.0000 0.0000 1.0000 2.0000 3.0000 4.0000 10 11 12 13 14 15 16 17 18 1 0.0000 1.0000 2.0000 3.0000 4.0000 1.0000 2.0000 3.0000 1.0000 2 5.0000 1.0000 1.0000 1.0000 1.0000 2.0000 2.0000 2.0000 3.0000 19 20 1 2.0000 1.0000 2 3.0000 4.0000 65. COMPUTE RUN NAME : PREFMAP TEST DATA TASK NAME : DELBEKE DATA females PHASE 1 ======= CONFIGURATION =- ROWS=DIMENSIONS : COLUMNS=STIMULI 1 2 1 1.0000 0.0000 2 2.0000 0.0000 3 3.0000 0.0000 4 4.0000 0.0000 5 5.0000 0.0000 6 0.0000 1.0000 7 0.0000 2.0000 8 0.0000 3.0000 9 0.0000 4.0000 10 0.0000 5.0000 11 1.0000 1.0000 12 2.0000 1.0000 13 3.0000 1.0000 14 4.0000 1.0000 15 1.0000 2.0000 16 2.0000 2.0000 17 3.0000 2.0000 18 1.0000 3.0000 19 2.0000 3.0000 20 1.0000 4.0000 SUBJECT 1 ========== S (VECTOR OF SCALE VALUES) 0.38000 0.14000 0.10000 0.22000 0.30000 0.34000 0.10000 0.02000 -0.06000 0.06000 -0.06000 -0.18000 -0.22000 -0.30000 -0.10000 -0.30000 -0.34000 0.02000 -0.34000 0.22000 BETA 0.64667 -0.34278 -0.40778 0.05135 0.06492 0.03222 R (CORRELATION)= 0.84841 DSQ 0.65703 0.46830 0.38227 0.39894 0.51830 0.60561 0.39259 0.30941 0.35608 0.53259 0.34640 0.18989 0.13608 0.18497 0.16561 0.04132 0.01973 0.11465 0.02259 0.19354 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.55310 0.83312 2 0.83312 -0.55310 COMPOSITE TRANSFORMATION MATRIX 1 0.15209 0.22909 2 0.16798 -0.11152 TRANSFORMED X 1 0.1521 0.3042 0.4563 0.6084 0.7605 0.2291 0.4582 0.6873 0.9164 1.1455 0.3812 0.5333 0.6854 0.8375 0.6103 0.7624 0.9145 0.8394 0.9915 1.0685 2 0.1680 0.3360 0.5039 0.6719 0.8399 -0.1115 -0.2230 -0.3346 -0.4461 -0.5576 0.0565 0.2244 0.3924 0.5604 -0.0551 0.1129 0.2809 -0.1666 0.0014 -0.2781 IDEAL POINT WITH RESPECT TO NEW AXES 0.96245 0.14887 IDEAL POINT WITH RESPECT TO OLD AXES 2.55096 2.50752 IMPORTANCES OF NEW AXES 0.07562 0.04065 SUBJECT 2 ========== S (VECTOR OF SCALE VALUES) 0.26383 0.06088 0.06088 0.10147 0.30442 0.38559 0.18265 0.14206 0.18265 0.26383 0.02029 -0.18265 -0.18265 -0.18265 -0.10147 -0.34500 -0.38559 -0.18265 -0.30442 -0.10147 BETA 0.60207 -0.39171 -0.29532 0.06604 0.04695 0.00403 R (CORRELATION)= 0.99222 DSQ 0.68334 0.48974 0.42821 0.49876 0.70138 0.76065 0.60619 0.54563 0.57897 0.70621 0.43900 0.24943 0.19193 0.26650 0.28857 0.10302 0.04954 0.23203 0.05051 0.26940 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.99460 0.10378 2 -0.10378 0.99460 COMPOSITE TRANSFORMATION MATRIX 1 0.25600 0.02671 2 -0.02244 0.21503 TRANSFORMED X 1 0.2560 0.5120 0.7680 1.0240 1.2800 0.0267 0.0534 0.0801 0.1068 0.1336 0.2827 0.5387 0.7947 1.0507 0.3094 0.5654 0.8214 0.3361 0.5921 0.3628 2 -0.0224 -0.0449 -0.0673 -0.0897 -0.1122 0.2150 0.4301 0.6451 0.8601 1.0751 0.1926 0.1702 0.1477 0.1253 0.4076 0.3852 0.3627 0.6227 0.6002 0.8377 IDEAL POINT WITH RESPECT TO NEW AXES 0.81637 0.58528 IDEAL POINT WITH RESPECT TO OLD AXES 2.87373 3.02170 IMPORTANCES OF NEW AXES 0.06625 0.04674 SUBJECT 3 ========== S (VECTOR OF SCALE VALUES) 0.33263 0.21523 -0.01957 -0.17610 -0.09783 0.37176 0.29350 0.21523 0.13697 0.09783 0.17610 -0.09783 -0.25436 -0.25436 0.09783 -0.25436 -0.37176 0.01957 -0.33263 -0.09783 BETA 0.58047 -0.27960 -0.17198 0.02710 0.01638 -0.01056 R (CORRELATION)= 0.97642 DSQ 1.30375 1.10544 0.96133 0.87142 0.83570 1.40065 1.27781 1.18775 1.13044 1.10591 1.13759 0.92872 0.77405 0.67358 1.00419 0.78477 0.61954 0.90357 0.67358 0.83570 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.92527 -0.37931 2 0.37931 0.92527 COMPOSITE TRANSFORMATION MATRIX 1 0.15828 -0.06489 2 0.04523 0.11033 TRANSFORMED X 1 0.1583 0.3166 0.4748 0.6331 0.7914 -0.0649 -0.1298 -0.1947 -0.2595 -0.3244 0.0934 0.2517 0.4100 0.5682 0.0285 0.1868 0.3451 -0.0364 0.1219 -0.1013 2 0.0452 0.0905 0.1357 0.1809 0.2261 0.1103 0.2207 0.3310 0.4413 0.5517 0.1556 0.2008 0.2460 0.2913 0.2659 0.3111 0.3564 0.3762 0.4215 0.4866 IDEAL POINT WITH RESPECT TO NEW AXES 0.56549 1.11197 IDEAL POINT WITH RESPECT TO OLD AXES 6.59589 7.37449 IMPORTANCES OF NEW AXES 0.02926 0.01422 SUBJECT 4 ========== S (VECTOR OF SCALE VALUES) 0.37165 0.01979 0.06377 0.10776 0.28368 0.37165 0.01979 0.15174 0.23970 0.19572 -0.11215 -0.33206 -0.06817 -0.20012 -0.15614 -0.37605 -0.28808 -0.06817 -0.28808 0.06377 BETA 0.64141 -0.42839 -0.38755 0.07130 0.06606 0.03735 R (CORRELATION)= 0.91065 DSQ 0.59625 0.38175 0.30985 0.38053 0.59381 0.63186 0.44249 0.38524 0.46012 0.66711 0.31212 0.13497 0.10041 0.20844 0.16010 0.02030 0.02309 0.14020 0.03775 0.25243 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.75459 0.65619 2 -0.65619 0.75459 COMPOSITE TRANSFORMATION MATRIX 1 0.22326 0.19414 2 -0.14647 0.16843 TRANSFORMED X 1 0.2233 0.4465 0.6698 0.8930 1.1163 0.1941 0.3883 0.5824 0.7766 0.9707 0.4174 0.6407 0.8639 1.0872 0.6115 0.8348 1.0581 0.8057 1.0289 0.9998 2 -0.1465 -0.2929 -0.4394 -0.5859 -0.7323 0.1684 0.3369 0.5053 0.6737 0.8421 0.0220 -0.1245 -0.2710 -0.4174 0.1904 0.0439 -0.1025 0.3588 0.2124 0.5273 IDEAL POINT WITH RESPECT TO NEW AXES 0.97606 0.02539 IDEAL POINT WITH RESPECT TO OLD AXES 2.41476 2.25065 IMPORTANCES OF NEW AXES 0.08754 0.04982 SUBJECT 5 ========== S (VECTOR OF SCALE VALUES) 0.33287 0.01585 0.05548 0.17436 0.29324 0.21399 0.05548 0.13473 0.25362 0.41213 -0.14266 -0.38043 -0.14266 -0.06340 -0.30117 -0.18229 -0.18229 -0.22191 -0.26154 -0.06340 BETA 0.56800 -0.41004 -0.40933 0.07414 0.07721 0.04073 R (CORRELATION)= 0.93754 DSQ 0.53832 0.35072 0.31141 0.42038 0.67765 0.54209 0.36440 0.34113 0.47227 0.75785 0.24693 0.10006 0.10147 0.25118 0.10996 0.00382 0.04596 0.12742 0.06200 0.29930 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.68004 0.73317 2 0.73317 -0.68004 COMPOSITE TRANSFORMATION MATRIX 1 0.21081 0.22728 2 0.17234 -0.15985 TRANSFORMED X 1 0.2108 0.4216 0.6324 0.8433 1.0541 0.2273 0.4546 0.6819 0.9091 1.1364 0.4381 0.6489 0.8597 1.0705 0.6654 0.8762 1.0870 0.8927 1.1035 1.1199 2 0.1723 0.3447 0.5170 0.6894 0.8617 -0.1599 -0.3197 -0.4796 -0.6394 -0.7993 0.0125 0.1848 0.3572 0.5295 -0.1474 0.0250 0.1973 -0.3072 -0.1349 -0.4671 IDEAL POINT WITH RESPECT TO NEW AXES 0.93379 0.04736 IDEAL POINT WITH RESPECT TO OLD AXES 2.19617 2.07148 IMPORTANCES OF NEW AXES 0.09610 0.05526 SUBJECT 6 ========== S (VECTOR OF SCALE VALUES) 0.31824 0.24156 0.12653 -0.06518 -0.02684 0.35659 0.27990 0.20322 0.12653 0.12653 0.20322 -0.10353 -0.21855 -0.29524 -0.02684 -0.29524 -0.37192 -0.14187 -0.29524 -0.14187 BETA 0.58153 -0.24481 -0.21948 0.02389 0.02686 -0.02024 R (CORRELATION)= 0.98329 DSQ 1.56322 1.39007 1.26470 1.18710 1.15727 1.59152 1.45260 1.36740 1.33590 1.35812 1.35036 1.15697 1.01136 0.91353 1.19120 0.97758 0.81173 1.08576 0.85190 1.03403 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 -0.65381 0.75666 2 0.75666 0.65381 COMPOSITE TRANSFORMATION MATRIX 1 -0.12336 0.14276 2 0.09312 0.08046 TRANSFORMED X 1 -0.1234 -0.2467 -0.3701 -0.4934 -0.6168 0.1428 0.2855 0.4283 0.5710 0.7138 0.0194 -0.1040 -0.2273 -0.3507 0.1622 0.0388 -0.0845 0.3049 0.1816 0.4477 2 0.0931 0.1862 0.2794 0.3725 0.4656 0.0805 0.1609 0.2414 0.3218 0.4023 0.1736 0.2667 0.3598 0.4529 0.2540 0.3472 0.4403 0.3345 0.4276 0.4150 IDEAL POINT WITH RESPECT TO NEW AXES 0.01593 1.33562 IDEAL POINT WITH RESPECT TO OLD AXES 8.15676 7.15959 IMPORTANCES OF NEW AXES 0.03560 0.01515 SUBJECT 7 ========== S (VECTOR OF SCALE VALUES) 0.37523 0.29623 0.21724 0.13824 0.13824 0.33573 0.21724 0.05925 -0.09874 -0.09874 0.17774 0.01975 -0.05925 -0.13824 -0.13824 -0.21724 -0.29623 -0.25673 -0.37523 -0.29623 BETA 0.58588 -0.19968 -0.26246 0.02288 0.02453 -0.01489 R (CORRELATION)= 0.98867 DSQ 1.47112 1.34009 1.25483 1.21533 1.22160 1.41000 1.22113 1.08132 0.99057 0.94888 1.21831 1.07239 0.97223 0.91784 1.01455 0.85374 0.73869 0.85985 0.68415 0.75421 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 -0.66713 0.74494 2 0.74494 0.66713 COMPOSITE TRANSFORMATION MATRIX 1 -0.11783 0.13158 2 0.09486 0.08495 TRANSFORMED X 1 -0.1178 -0.2357 -0.3535 -0.4713 -0.5892 0.1316 0.2632 0.3947 0.5263 0.6579 0.0137 -0.1041 -0.2219 -0.3398 0.1453 0.0275 -0.0903 0.2769 0.1591 0.4085 2 0.0949 0.1897 0.2846 0.3795 0.4743 0.0850 0.1699 0.2549 0.3398 0.4248 0.1798 0.2747 0.3695 0.4644 0.2648 0.3596 0.4545 0.3497 0.4446 0.4347 IDEAL POINT WITH RESPECT TO NEW AXES 0.17636 1.27154 IDEAL POINT WITH RESPECT TO OLD AXES 6.77222 7.40524 IMPORTANCES OF NEW AXES 0.03120 0.01622 SUBJECT 8 ========== S (VECTOR OF SCALE VALUES) 0.14751 -0.14751 -0.14751 -0.14751 0.10536 0.27394 0.18965 0.27394 0.35823 0.40038 -0.35823 -0.27394 -0.27394 -0.10536 0.02107 -0.31609 -0.10536 0.02107 -0.06322 0.14751 BETA 0.44252 -0.47187 -0.21449 0.08153 0.04490 0.05419 R (CORRELATION)= 0.91933 DSQ 0.31559 0.08831 0.02409 0.12293 0.38483 0.53635 0.45657 0.46661 0.56645 0.75611 0.20019 0.02710 0.01706 0.17009 0.17460 0.05570 0.09985 0.23883 0.17410 0.39286 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.88318 0.46904 2 -0.46904 0.88318 COMPOSITE TRANSFORMATION MATRIX 1 0.27353 0.14527 2 -0.08194 0.15428 TRANSFORMED X 1 0.2735 0.5471 0.8206 1.0941 1.3676 0.1453 0.2905 0.4358 0.5811 0.7263 0.4188 0.6923 0.9658 1.2394 0.5641 0.8376 1.1111 0.7093 0.9829 0.8546 2 -0.0819 -0.1639 -0.2458 -0.3277 -0.4097 0.1543 0.3086 0.4628 0.6171 0.7714 0.0723 -0.0096 -0.0915 -0.1735 0.2266 0.1447 0.0628 0.3809 0.2990 0.5352 IDEAL POINT WITH RESPECT TO NEW AXES 0.83522 -0.09130 IDEAL POINT WITH RESPECT TO OLD AXES 2.62689 0.80333 IMPORTANCES OF NEW AXES 0.09592 0.03052 SUBJECT 9 ========== S (VECTOR OF SCALE VALUES) 0.33314 -0.13718 -0.21556 0.05879 0.25476 0.37233 0.13718 -0.01960 0.21556 0.29395 -0.17637 -0.37233 -0.33314 0.05879 -0.25476 -0.29395 -0.05879 -0.05879 0.05879 0.13718 BETA 0.89491 -0.76878 -0.60221 0.13049 0.10109 0.16486 R (CORRELATION)= 0.94671 DSQ 0.56333 0.18601 0.06968 0.21432 0.61993 0.70050 0.40157 0.30483 0.41028 0.71792 0.22707 0.01462 0.06315 0.37265 0.09301 0.04541 0.25880 0.16113 0.27840 0.43144 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.76666 0.64206 2 -0.64206 0.76666 COMPOSITE TRANSFORMATION MATRIX 1 0.34245 0.28679 2 -0.11496 0.13727 TRANSFORMED X 1 0.3424 0.6849 1.0273 1.3698 1.7122 0.2868 0.5736 0.8604 1.1472 1.4340 0.6292 0.9717 1.3141 1.6566 0.9160 1.2585 1.6009 1.2028 1.5453 1.4896 2 -0.1150 -0.2299 -0.3449 -0.4599 -0.5748 0.1373 0.2745 0.4118 0.5491 0.6864 0.0223 -0.0927 -0.2076 -0.3226 0.1596 0.0446 -0.0703 0.2969 0.1819 0.4341 IDEAL POINT WITH RESPECT TO NEW AXES 1.09255 -0.08910 IDEAL POINT WITH RESPECT TO OLD AXES 2.19472 1.18892 IMPORTANCES OF NEW AXES 0.19952 0.03206 SUBJECT 10 ========== S (VECTOR OF SCALE VALUES) 0.33625 0.21758 0.05934 0.01978 0.09890 0.33625 0.29670 0.09890 0.13846 0.29670 -0.01978 -0.17802 -0.25714 -0.37581 -0.13846 -0.25714 -0.33625 -0.01978 -0.25714 -0.05934 BETA 0.62636 -0.32197 -0.33045 0.04129 0.05447 0.00722 R (CORRELATION)= 0.96093 DSQ 0.76886 0.57075 0.45521 0.42224 0.47185 0.77357 0.60654 0.54846 0.59932 0.75913 0.50011 0.30922 0.20090 0.17515 0.34030 0.15663 0.05553 0.28944 0.11299 0.34752 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.24790 0.96879 2 0.96879 -0.24790 COMPOSITE TRANSFORMATION MATRIX 1 0.05835 0.22802 2 0.19463 -0.04980 TRANSFORMED X 1 0.0583 0.1167 0.1750 0.2334 0.2917 0.2280 0.4560 0.6841 0.9121 1.1401 0.2864 0.3447 0.4031 0.4614 0.5144 0.5727 0.6311 0.7424 0.8007 0.9704 2 0.1946 0.3893 0.5839 0.7785 0.9732 -0.0498 -0.0996 -0.1494 -0.1992 -0.2490 0.1448 0.3395 0.5341 0.7287 0.0950 0.2897 0.4843 0.0452 0.2399 -0.0046 IDEAL POINT WITH RESPECT TO NEW AXES 0.84963 0.57242 IDEAL POINT WITH RESPECT TO OLD AXES 3.65517 2.79086 IMPORTANCES OF NEW AXES 0.05540 0.04036 SUBJECT 11 ========== S (VECTOR OF SCALE VALUES) 0.37233 0.21556 0.09798 0.05879 0.09798 0.33314 0.29395 0.21556 0.09798 0.17637 -0.05879 -0.17637 -0.21556 -0.25476 -0.05879 -0.29395 -0.37233 -0.13718 -0.33314 -0.05879 BETA 0.60749 -0.30958 -0.28018 0.04176 0.04129 -0.00653 R (CORRELATION)= 0.96588 DSQ 0.87041 0.68611 0.58533 0.56806 0.63432 0.89934 0.74303 0.66931 0.67818 0.76963 0.62499 0.43415 0.32684 0.30304 0.46215 0.26478 0.15094 0.38189 0.17800 0.38423 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.73185 -0.68146 2 0.68146 0.73185 COMPOSITE TRANSFORMATION MATRIX 1 0.15490 -0.14424 2 0.13328 0.14314 TRANSFORMED X 1 0.1549 0.3098 0.4647 0.6196 0.7745 -0.1442 -0.2885 -0.4327 -0.5770 -0.7212 0.0107 0.1656 0.3205 0.4754 -0.1336 0.0213 0.1762 -0.2778 -0.1229 -0.4221 2 0.1333 0.2666 0.3998 0.5331 0.6664 0.1431 0.2863 0.4294 0.5725 0.7157 0.2764 0.4097 0.5430 0.6763 0.4196 0.5528 0.6861 0.5627 0.6960 0.7058 IDEAL POINT WITH RESPECT TO NEW AXES 0.08417 1.06355 IDEAL POINT WITH RESPECT TO OLD AXES 3.99677 3.70877 IMPORTANCES OF NEW AXES 0.04480 0.03825 SUBJECT 12 ========== S (VECTOR OF SCALE VALUES) 0.34055 0.06010 -0.10016 -0.02003 -0.10016 0.34055 0.26042 0.18029 0.22035 0.26042 0.18029 -0.18029 -0.34055 -0.26042 -0.02003 -0.30048 -0.34055 0.02003 -0.26042 0.06010 BETA 0.63435 -0.37187 -0.27814 0.04563 0.04348 0.02019 R (CORRELATION)= 0.96730 DSQ 0.66394 0.42896 0.28524 0.23277 0.27156 0.75551 0.60782 0.54709 0.57332 0.68652 0.44947 0.23468 0.11115 0.07887 0.32196 0.12737 0.02403 0.28142 0.10702 0.32785 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.74354 0.66869 2 -0.66869 0.74354 COMPOSITE TRANSFORMATION MATRIX 1 0.17391 0.15641 2 -0.12403 0.13791 TRANSFORMED X 1 0.1739 0.3478 0.5217 0.6956 0.8696 0.1564 0.3128 0.4692 0.6256 0.7820 0.3303 0.5042 0.6781 0.8521 0.4867 0.6606 0.8345 0.6431 0.8170 0.7995 2 -0.1240 -0.2481 -0.3721 -0.4961 -0.6202 0.1379 0.2758 0.4137 0.5516 0.6896 0.0139 -0.1101 -0.2342 -0.3582 0.1518 0.0278 -0.0963 0.2897 0.1657 0.4276 IDEAL POINT WITH RESPECT TO NEW AXES 0.98866 -0.11282 IDEAL POINT WITH RESPECT TO OLD AXES 3.54961 2.37422 IMPORTANCES OF NEW AXES 0.05471 0.03440 SUBJECT 13 ========== S (VECTOR OF SCALE VALUES) 0.25958 0.01997 -0.05990 0.01997 0.29952 0.25958 0.13978 0.13978 0.29952 0.37939 -0.05990 -0.33946 -0.29952 -0.13978 -0.13978 -0.33946 -0.29952 -0.05990 -0.17971 0.09984 BETA 0.60570 -0.47511 -0.36886 0.08146 0.06933 0.04548 R (CORRELATION)= 0.97098 DSQ 0.52061 0.28986 0.22204 0.31712 0.57512 0.61474 0.45389 0.43170 0.54818 0.80333 0.26657 0.08131 0.05896 0.19953 0.15120 0.01142 0.03456 0.17449 0.08020 0.33646 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.79295 0.60928 2 -0.60928 0.79295 COMPOSITE TRANSFORMATION MATRIX 1 0.24941 0.19164 2 -0.13875 0.18058 TRANSFORMED X 1 0.2494 0.4988 0.7482 0.9976 1.2470 0.1916 0.3833 0.5749 0.7666 0.9582 0.4410 0.6905 0.9399 1.1893 0.6327 0.8821 1.1315 0.8243 1.0737 1.0160 2 -0.1388 -0.2775 -0.4163 -0.5550 -0.6938 0.1806 0.3612 0.5417 0.7223 0.9029 0.0418 -0.0969 -0.2357 -0.3744 0.2224 0.0837 -0.0551 0.4030 0.2642 0.5836 IDEAL POINT WITH RESPECT TO NEW AXES 0.95615 0.00660 IDEAL POINT WITH RESPECT TO OLD AXES 2.39283 1.87515 IMPORTANCES OF NEW AXES 0.09893 0.05186 SUBJECT 14 ========== S (VECTOR OF SCALE VALUES) 0.37406 0.21656 0.09844 0.01969 0.01969 0.33469 0.29531 0.21656 0.09844 0.17719 0.09844 -0.13781 -0.21656 -0.25594 -0.05906 -0.29531 -0.37406 -0.09844 -0.29531 -0.21656 BETA 0.59719 -0.27531 -0.24156 0.03250 0.03156 -0.01656 R (CORRELATION)= 0.98399 DSQ 1.16501 0.98720 0.87438 0.82657 0.84376 1.19782 1.05094 0.96720 0.94657 0.98907 0.93845 0.74407 0.61470 0.55032 0.77501 0.56407 0.41813 0.67470 0.44720 0.63751 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.72681 -0.68684 2 0.68684 0.72681 COMPOSITE TRANSFORMATION MATRIX 1 0.14595 -0.13793 2 0.10582 0.11198 TRANSFORMED X 1 0.1460 0.2919 0.4379 0.5838 0.7298 -0.1379 -0.2759 -0.4138 -0.5517 -0.6896 0.0080 0.1540 0.2999 0.4459 -0.1299 0.0161 0.1620 -0.2678 -0.1219 -0.4058 2 0.1058 0.2116 0.3175 0.4233 0.5291 0.1120 0.2240 0.3359 0.4479 0.5599 0.2178 0.3236 0.4294 0.5353 0.3298 0.4356 0.5414 0.4418 0.5476 0.5537 IDEAL POINT WITH RESPECT TO NEW AXES 0.08512 1.18346 IDEAL POINT WITH RESPECT TO OLD AXES 5.58397 5.29181 IMPORTANCES OF NEW AXES 0.04033 0.02374 SUBJECT 15 ========== S (VECTOR OF SCALE VALUES) 0.33111 0.21425 0.05843 -0.05843 -0.17530 0.37007 0.29216 0.25320 0.13634 0.09739 0.17530 -0.13634 -0.25320 -0.33111 -0.01948 -0.25320 -0.37007 -0.01948 -0.25320 -0.05843 BETA 0.56484 -0.23813 -0.19222 0.01832 0.02249 -0.01484 R (CORRELATION)= 0.97770 DSQ 1.62329 1.44011 1.29357 1.18366 1.11039 1.67337 1.54863 1.46886 1.43408 1.44429 1.43872 1.24070 1.07932 0.95457 1.29913 1.08627 0.91005 1.20453 0.97683 1.15491 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 -0.60384 0.79710 2 0.79710 0.60384 COMPOSITE TRANSFORMATION MATRIX 1 -0.10124 0.13365 2 0.08982 0.06804 TRANSFORMED X 1 -0.1012 -0.2025 -0.3037 -0.4050 -0.5062 0.1336 0.2673 0.4009 0.5346 0.6682 0.0324 -0.0688 -0.1701 -0.2713 0.1661 0.0648 -0.0364 0.2997 0.1985 0.4334 2 0.0898 0.1796 0.2695 0.3593 0.4491 0.0680 0.1361 0.2041 0.2722 0.3402 0.1579 0.2477 0.3375 0.4273 0.2259 0.3157 0.4055 0.2939 0.3838 0.3620 IDEAL POINT WITH RESPECT TO NEW AXES 0.02811 1.35732 IDEAL POINT WITH RESPECT TO OLD AXES 9.50041 7.40732 IMPORTANCES OF NEW AXES 0.02811 0.01270 SUBJECT 16 ========== S (VECTOR OF SCALE VALUES) 0.34220 0.10065 -0.10065 -0.30194 -0.38246 0.38246 0.26168 0.22142 0.18116 0.22142 0.14090 -0.06039 -0.18116 -0.26168 0.06039 -0.10065 -0.34220 0.02013 -0.14090 -0.06039 BETA 0.57033 -0.27526 -0.19474 0.01741 0.02412 0.01949 R (CORRELATION)= 0.98858 DSQ 0.85211 0.62909 0.44090 0.28754 0.16900 0.93934 0.81697 0.74284 0.71696 0.73933 0.70098 0.49745 0.32875 0.19488 0.59810 0.41406 0.26485 0.54346 0.37892 0.53707 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.58073 0.81410 2 0.81410 -0.58073 COMPOSITE TRANSFORMATION MATRIX 1 0.10237 0.14351 2 0.08327 -0.05940 TRANSFORMED X 1 0.1024 0.2047 0.3071 0.4095 0.5119 0.1435 0.2870 0.4305 0.5740 0.7175 0.2459 0.3483 0.4506 0.5530 0.3894 0.4918 0.5941 0.5329 0.6353 0.6764 2 0.0833 0.1665 0.2498 0.3331 0.4163 -0.0594 -0.1188 -0.1782 -0.2376 -0.2970 0.0239 0.1071 0.1904 0.2737 -0.0355 0.0477 0.1310 -0.0949 -0.0117 -0.1543 IDEAL POINT WITH RESPECT TO NEW AXES 0.90308 0.54259 IDEAL POINT WITH RESPECT TO OLD AXES 7.29367 1.08998 IMPORTANCES OF NEW AXES 0.03107 0.01046 SUBJECT 17 ========== S (VECTOR OF SCALE VALUES) 0.30342 0.10114 0.06068 0.02023 -0.10114 0.34387 0.22251 0.26296 0.22251 0.30342 0.02023 -0.18205 -0.26296 -0.26296 -0.06068 -0.34387 -0.34387 -0.02023 -0.30342 0.02023 BETA 0.53267 -0.27853 -0.23736 0.03291 0.04086 -0.00979 R (CORRELATION)= 0.97169 DSQ 0.82795 0.64815 0.53417 0.48601 0.50367 0.87708 0.76229 0.72922 0.77787 0.90822 0.62166 0.43207 0.30829 0.25034 0.49708 0.29770 0.16413 0.45422 0.24504 0.49307 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 -0.43004 0.90281 2 0.90281 0.43004 COMPOSITE TRANSFORMATION MATRIX 1 -0.08937 0.18762 2 0.15787 0.07520 TRANSFORMED X 1 -0.0894 -0.1787 -0.2681 -0.3575 -0.4469 0.1876 0.3752 0.5629 0.7505 0.9381 0.0982 0.0089 -0.0805 -0.1699 0.2859 0.1965 0.1071 0.4735 0.3841 0.6611 2 0.1579 0.3157 0.4736 0.6315 0.7894 0.0752 0.1504 0.2256 0.3008 0.3760 0.2331 0.3909 0.5488 0.7067 0.3083 0.4661 0.6240 0.3835 0.5413 0.4587 IDEAL POINT WITH RESPECT TO NEW AXES 0.22737 1.01088 IDEAL POINT WITH RESPECT TO OLD AXES 4.74854 3.47379 IMPORTANCES OF NEW AXES 0.04319 0.03058 SUBJECT 18 ========== S (VECTOR OF SCALE VALUES) 0.39012 0.22586 0.14373 -0.06160 -0.10266 0.34905 0.26692 0.10266 0.06160 0.10266 0.22586 -0.10266 -0.22586 -0.22586 0.02053 -0.30799 -0.39012 -0.10266 -0.34905 -0.02053 BETA 0.65020 -0.25845 -0.29512 0.02184 0.03895 -0.00033 R (CORRELATION)= 0.97080 DSQ 1.09452 0.90158 0.75231 0.64672 0.58479 1.07497 0.89669 0.79631 0.77382 0.82923 0.83803 0.64476 0.49517 0.38925 0.65943 0.46584 0.31592 0.55872 0.36480 0.53591 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 -0.00952 0.99995 2 0.99995 0.00952 COMPOSITE TRANSFORMATION MATRIX 1 -0.00188 0.19734 2 0.14776 0.00141 TRANSFORMED X 1 -0.0019 -0.0038 -0.0056 -0.0075 -0.0094 0.1973 0.3947 0.5920 0.7894 0.9867 0.1955 0.1936 0.1917 0.1898 0.3928 0.3909 0.3891 0.5902 0.5883 0.7875 2 0.1478 0.2955 0.4433 0.5910 0.7388 0.0014 0.0028 0.0042 0.0056 0.0070 0.1492 0.2969 0.4447 0.5924 0.1506 0.2983 0.4461 0.1520 0.2997 0.1534 IDEAL POINT WITH RESPECT TO NEW AXES 0.74142 0.88399 IDEAL POINT WITH RESPECT TO OLD AXES 5.94635 3.81356 IMPORTANCES OF NEW AXES 0.03895 0.02183 SUBJECT 19 ========== S (VECTOR OF SCALE VALUES) 0.37120 0.29305 0.17583 0.05861 0.05861 0.33212 0.25398 0.17583 0.01954 -0.01954 0.17583 -0.05861 -0.13676 -0.17583 -0.05861 -0.29305 -0.33212 -0.21490 -0.37120 -0.25398 BETA 0.57959 -0.21824 -0.22312 0.02380 0.02124 -0.02496 R (CORRELATION)= 0.98526 DSQ 2.24428 2.09744 1.99821 1.94657 1.94254 2.23683 2.07744 1.96053 1.88610 1.85416 2.01743 1.84563 1.72144 1.64484 1.83308 1.63631 1.48715 1.69120 1.46948 1.59181 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.74228 -0.67009 2 0.67009 0.74228 COMPOSITE TRANSFORMATION MATRIX 1 0.13900 -0.12549 2 0.06692 0.07413 TRANSFORMED X 1 0.1390 0.2780 0.4170 0.5560 0.6950 -0.1255 -0.2510 -0.3765 -0.5019 -0.6274 0.0135 0.1525 0.2915 0.4305 -0.1120 0.0270 0.1660 -0.2375 -0.0985 -0.3629 2 0.0669 0.1338 0.2008 0.2677 0.3346 0.0741 0.1483 0.2224 0.2965 0.3707 0.1411 0.2080 0.2749 0.3418 0.2152 0.2821 0.3490 0.2893 0.3562 0.3635 IDEAL POINT WITH RESPECT TO NEW AXES 0.03332 1.56128 IDEAL POINT WITH RESPECT TO OLD AXES 10.60755 11.48465 IMPORTANCES OF NEW AXES 0.03507 0.00997 SUBJECT 20 ========== S (VECTOR OF SCALE VALUES) 0.30903 0.06181 -0.14421 -0.02060 0.14421 0.35024 0.14421 0.02060 0.10301 0.22662 -0.06181 -0.22662 -0.22662 -0.02060 -0.10301 -0.35024 -0.39144 0.10301 -0.30903 0.39144 BETA 0.72108 -0.50647 -0.44834 0.07775 0.07652 0.07996 R (CORRELATION)= 0.84175 DSQ 0.55383 0.28061 0.16288 0.20065 0.39392 0.61073 0.39196 0.32623 0.41354 0.65390 0.26197 0.06870 0.03093 0.14866 0.12315 0.00984 0.05202 0.13738 0.10402 0.30465 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.71251 0.70167 2 -0.70167 0.71251 COMPOSITE TRANSFORMATION MATRIX 1 0.24384 0.24013 2 -0.13525 0.13734 TRANSFORMED X 1 0.2438 0.4877 0.7315 0.9754 1.2192 0.2401 0.4803 0.7204 0.9605 1.2006 0.4840 0.7278 0.9716 1.2155 0.7241 0.9679 1.2118 0.9642 1.2081 1.2043 2 -0.1352 -0.2705 -0.4057 -0.5410 -0.6762 0.1373 0.2747 0.4120 0.5493 0.6867 0.0021 -0.1332 -0.2684 -0.4036 0.1394 0.0042 -0.1311 0.2768 0.1415 0.4141 IDEAL POINT WITH RESPECT TO NEW AXES 0.98685 -0.09319 IDEAL POINT WITH RESPECT TO OLD AXES 2.39383 1.67886 IMPORTANCES OF NEW AXES 0.11712 0.03715 SUBJECT 21 ========== S (VECTOR OF SCALE VALUES) 0.33011 0.25244 0.05826 -0.01942 -0.01942 0.36895 0.29128 0.21360 0.13593 0.09709 0.17477 -0.17477 -0.21360 -0.25244 -0.01942 -0.29128 -0.36895 -0.09709 -0.33011 -0.13593 BETA 0.60197 -0.28249 -0.21869 0.03190 0.02543 -0.01479 R (CORRELATION)= 0.98177 DSQ 1.22625 1.03947 0.91648 0.85730 0.86193 1.28358 1.14118 1.04964 1.00895 1.01913 1.01820 0.81662 0.67884 0.60487 0.86100 0.64463 0.49205 0.75466 0.52349 0.69918 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.83690 -0.54735 2 0.54735 0.83690 COMPOSITE TRANSFORMATION MATRIX 1 0.16041 -0.10491 2 0.07854 0.12009 TRANSFORMED X 1 0.1604 0.3208 0.4812 0.6417 0.8021 -0.1049 -0.2098 -0.3147 -0.4197 -0.5246 0.0555 0.2159 0.3763 0.5367 -0.0494 0.1110 0.2714 -0.1543 0.0061 -0.2592 2 0.0785 0.1571 0.2356 0.3142 0.3927 0.1201 0.2402 0.3603 0.4804 0.6005 0.1986 0.2772 0.3557 0.4343 0.3187 0.3973 0.4758 0.4388 0.5174 0.5589 IDEAL POINT WITH RESPECT TO NEW AXES 0.30447 1.17650 IDEAL POINT WITH RESPECT TO OLD AXES 5.81703 5.99220 IMPORTANCES OF NEW AXES 0.03674 0.02059 SUBJECT 22 ========== S (VECTOR OF SCALE VALUES) 0.13226 -0.17895 -0.10114 -0.02334 0.09336 0.13226 0.01556 0.17117 0.28787 0.36567 -0.17895 -0.33455 -0.29565 -0.17895 0.09336 -0.25675 -0.33455 0.32677 -0.06224 0.32677 BETA 0.22044 -0.25463 -0.13029 0.04346 0.03859 0.01281 R (CORRELATION)= 0.83256 DSQ 0.21896 0.09470 0.05734 0.10689 0.24335 0.33845 0.32394 0.38661 0.52647 0.74352 0.14008 0.02863 0.00408 0.06645 0.13838 0.03974 0.02801 0.21387 0.12804 0.36654 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.82305 0.56797 2 -0.56797 0.82305 COMPOSITE TRANSFORMATION MATRIX 1 0.18009 0.12428 2 -0.10499 0.15215 TRANSFORMED X 1 0.1801 0.3602 0.5403 0.7204 0.9004 0.1243 0.2486 0.3728 0.4971 0.6214 0.3044 0.4845 0.6645 0.8446 0.4286 0.6087 0.7888 0.5529 0.7330 0.6772 2 -0.1050 -0.2100 -0.3150 -0.4200 -0.5250 0.1521 0.3043 0.4564 0.6086 0.7607 0.0472 -0.0578 -0.1628 -0.2678 0.1993 0.0943 -0.0107 0.3514 0.2465 0.5036 IDEAL POINT WITH RESPECT TO NEW AXES 0.64801 -0.10114 IDEAL POINT WITH RESPECT TO OLD AXES 2.74825 1.23179 IMPORTANCES OF NEW AXES 0.04788 0.03417 SUBJECT 23 ========== S (VECTOR OF SCALE VALUES) 0.33162 0.21458 0.13655 0.01951 0.01951 0.37063 0.29260 0.25359 0.13655 0.09753 0.05852 -0.13655 -0.21458 -0.25359 -0.05852 -0.29260 -0.37063 -0.09753 -0.33162 -0.17556 BETA 0.55269 -0.25537 -0.18988 0.03058 0.02175 -0.02756 R (CORRELATION)= 0.98069 DSQ 1.80431 1.64067 1.53818 1.49684 1.51666 1.86097 1.73634 1.65522 1.61760 1.62348 1.60862 1.41742 1.28738 1.21848 1.45644 1.23768 1.08008 1.34775 1.10144 1.28258 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.80776 -0.58951 2 0.58951 0.80776 COMPOSITE TRANSFORMATION MATRIX 1 0.16282 -0.11883 2 0.06375 0.08736 TRANSFORMED X 1 0.1628 0.3256 0.4885 0.6513 0.8141 -0.1188 -0.2377 -0.3565 -0.4753 -0.5941 0.0440 0.2068 0.3696 0.5325 -0.0748 0.0880 0.2508 -0.1937 -0.0308 -0.3125 2 0.0638 0.1275 0.1913 0.2550 0.3188 0.0874 0.1747 0.2621 0.3494 0.4368 0.1511 0.2149 0.2786 0.3424 0.2385 0.3022 0.3660 0.3258 0.3896 0.4132 IDEAL POINT WITH RESPECT TO NEW AXES 0.23401 1.40511 IDEAL POINT WITH RESPECT TO OLD AXES 8.59685 9.81042 IMPORTANCES OF NEW AXES 0.04063 0.01170 SUBJECT 24 ========== S (VECTOR OF SCALE VALUES) 0.29128 0.01942 -0.13593 -0.21360 -0.33011 0.36895 0.33011 0.25244 0.13593 0.21360 0.17477 -0.05826 -0.25244 -0.36895 0.09709 -0.13593 -0.29128 0.05826 -0.13593 -0.01942 BETA 0.52430 -0.27902 -0.13616 0.02104 0.01410 0.01017 R (CORRELATION)= 0.99124 DSQ 0.75891 0.54300 0.36916 0.23739 0.14770 0.89484 0.80099 0.73534 0.69789 0.68864 0.64703 0.44128 0.27762 0.15602 0.56334 0.36777 0.21427 0.50786 0.32246 0.48058 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.88412 0.46726 2 -0.46726 0.88412 COMPOSITE TRANSFORMATION MATRIX 1 0.13618 0.07197 2 -0.04992 0.09445 TRANSFORMED X 1 0.1362 0.2724 0.4085 0.5447 0.6809 0.0720 0.1439 0.2159 0.2879 0.3599 0.2081 0.3443 0.4805 0.6167 0.2801 0.4163 0.5525 0.3521 0.4883 0.4241 2 -0.0499 -0.0998 -0.1498 -0.1997 -0.2496 0.0945 0.1889 0.2834 0.3778 0.4723 0.0445 -0.0054 -0.0553 -0.1052 0.1390 0.0891 0.0392 0.2334 0.1835 0.3279 IDEAL POINT WITH RESPECT TO NEW AXES 1.00733 -0.04678 IDEAL POINT WITH RESPECT TO OLD AXES 5.98668 2.66875 IMPORTANCES OF NEW AXES 0.02372 0.01141 SUBJECT 25 ========== S (VECTOR OF SCALE VALUES) 0.33069 0.25242 0.05675 0.01761 -0.06066 0.36982 0.29155 0.21328 0.13501 0.09588 0.17415 -0.09979 -0.25633 -0.25633 -0.06066 -0.29547 -0.37373 -0.17806 -0.29547 -0.06066 BETA 0.62289 -0.28272 -0.25197 0.03021 0.03207 -0.00808 R (CORRELATION)= 0.97594 DSQ 1.07478 0.88268 0.75099 0.67971 0.66884 1.10739 0.95163 0.86001 0.83252 0.86917 0.84681 0.64663 0.50686 0.42751 0.68297 0.47472 0.32688 0.58327 0.36694 0.54771 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 -0.62254 0.78258 2 0.78258 0.62254 COMPOSITE TRANSFORMATION MATRIX 1 -0.11693 0.14699 2 0.12858 0.10228 TRANSFORMED X 1 -0.1169 -0.2339 -0.3508 -0.4677 -0.5847 0.1470 0.2940 0.4410 0.5880 0.7350 0.0301 -0.0869 -0.2038 -0.3207 0.1771 0.0601 -0.0568 0.3240 0.2071 0.4710 2 0.1286 0.2572 0.3857 0.5143 0.6429 0.1023 0.2046 0.3068 0.4091 0.5114 0.2309 0.3594 0.4880 0.6166 0.3331 0.4617 0.5903 0.4354 0.5640 0.5377 IDEAL POINT WITH RESPECT TO NEW AXES 0.05639 1.15070 IDEAL POINT WITH RESPECT TO OLD AXES 5.29420 4.59514 IMPORTANCES OF NEW AXES 0.03528 0.02699 SUBJECT 26 ========== S (VECTOR OF SCALE VALUES) 0.33212 0.13676 0.05861 -0.09768 -0.09768 0.37120 0.29305 0.25398 0.21490 0.17583 0.09768 -0.13676 -0.29305 -0.37120 -0.01954 -0.21490 -0.33212 -0.09768 -0.25398 -0.01954 BETA 0.57959 -0.28824 -0.21498 0.02962 0.02985 -0.00636 R (CORRELATION)= 0.98084 DSQ 0.95513 0.75573 0.61556 0.53463 0.51292 1.02862 0.90319 0.83744 0.83140 0.88505 0.76364 0.55788 0.41136 0.32406 0.63184 0.41973 0.26685 0.55974 0.34127 0.54734 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 -0.69405 0.71992 2 0.71992 0.69405 COMPOSITE TRANSFORMATION MATRIX 1 -0.12591 0.13061 2 0.11731 0.11309 TRANSFORMED X 1 -0.1259 -0.2518 -0.3777 -0.5037 -0.6296 0.1306 0.2612 0.3918 0.5224 0.6530 0.0047 -0.1212 -0.2471 -0.3730 0.1353 0.0094 -0.1165 0.2659 0.1400 0.3965 2 0.1173 0.2346 0.3519 0.4692 0.5865 0.1131 0.2262 0.3393 0.4524 0.5655 0.2304 0.3477 0.4650 0.5823 0.3435 0.4608 0.5781 0.4566 0.5739 0.5697 IDEAL POINT WITH RESPECT TO NEW AXES -0.12481 1.09461 IDEAL POINT WITH RESPECT TO OLD AXES 5.31375 4.16717 IMPORTANCES OF NEW AXES 0.03291 0.02655 SUBJECT 27 ========== S (VECTOR OF SCALE VALUES) 0.33469 0.25594 0.09844 0.01969 -0.09844 0.37406 0.29531 0.21656 0.05906 0.01969 0.17719 -0.01969 -0.17719 -0.25594 0.01969 -0.29531 -0.37406 -0.09844 -0.33469 -0.21656 BETA 0.53156 -0.18797 -0.15070 0.01359 0.01008 -0.03609 R (CORRELATION)= 0.98919 DSQ -2.40989 -2.55707 -2.67707 -2.76989 -2.83551 -2.37614 -2.49660 -2.59692 -2.67707 -2.73707 -2.58660 -2.76989 -2.92598 -3.05489 -2.74317 -2.96254 -3.15473 -2.87957 -3.13504 -2.99582 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.74059 -0.67196 2 0.67196 0.74059 COMPOSITE TRANSFORMATION MATRIX 1 0.12821 -0.11633 2 0.05332 0.05877 TRANSFORMED X 1 0.1282 0.2564 0.3846 0.5128 0.6410 -0.1163 -0.2327 -0.3490 -0.4653 -0.5816 0.0119 0.1401 0.2683 0.3965 -0.1044 0.0238 0.1520 -0.2208 -0.0926 -0.3371 2 0.0533 0.1066 0.1600 0.2133 0.2666 0.0588 0.1175 0.1763 0.2351 0.2938 0.1121 0.1654 0.2187 0.2720 0.1708 0.2242 0.2775 0.2296 0.2829 0.2884 IDEAL POINT WITH RESPECT TO NEW AXES 0.10958 -1.49917 IDEAL POINT WITH RESPECT TO OLD AXES -12.22676 -14.41758 IMPORTANCES OF NEW AXES 0.02997 -0.00630 SUBJECT 28 ========== S (VECTOR OF SCALE VALUES) 0.06411 -0.25645 -0.17631 -0.29652 -0.13624 0.34461 0.18432 0.34461 0.22440 0.34461 -0.09617 0.02404 -0.09617 -0.09617 0.06411 -0.37666 -0.25645 0.10418 -0.17631 0.26447 BETA 0.33392 -0.34259 -0.06639 0.05064 0.01487 0.02163 R (CORRELATION)= 0.88311 DSQ 0.28833 0.09767 0.00831 0.02023 0.13345 0.52875 0.50697 0.51492 0.55260 0.62002 0.25843 0.08940 0.02167 0.05522 0.25827 0.11087 0.06476 0.28785 0.16207 0.34716 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.96328 0.26850 2 -0.26850 0.96328 COMPOSITE TRANSFORMATION MATRIX 1 0.22314 0.06220 2 -0.02923 0.10488 TRANSFORMED X 1 0.2231 0.4463 0.6694 0.8925 1.1157 0.0622 0.1244 0.1866 0.2488 0.3110 0.2853 0.5085 0.7316 0.9547 0.3475 0.5707 0.7938 0.4097 0.6329 0.4719 2 -0.0292 -0.0585 -0.0877 -0.1169 -0.1462 0.1049 0.2098 0.3146 0.4195 0.5244 0.0756 0.0464 0.0172 -0.0121 0.1805 0.1513 0.1221 0.2854 0.2562 0.3903 IDEAL POINT WITH RESPECT TO NEW AXES 0.75079 -0.12876 IDEAL POINT WITH RESPECT TO OLD AXES 3.43968 -0.26895 IMPORTANCES OF NEW AXES 0.05366 0.01185 SUBJECT 29 ========== S (VECTOR OF SCALE VALUES) 0.33892 -0.01994 0.05981 0.17943 0.25917 0.37879 -0.09968 0.05981 0.21930 0.29904 -0.25917 -0.29904 -0.09968 0.01994 -0.21930 -0.37879 -0.21930 -0.05981 -0.25917 0.09968 BETA 0.65790 -0.47159 -0.48797 0.08236 0.08829 0.07168 R (CORRELATION)= 0.89955 DSQ 0.56082 0.33630 0.27649 0.38139 0.65100 0.55037 0.32728 0.28076 0.41082 0.71746 0.23282 0.07997 0.09184 0.26842 0.08139 0.00023 0.08377 0.10655 0.09706 0.30829 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.67731 0.73570 2 0.73570 -0.67731 COMPOSITE TRANSFORMATION MATRIX 1 0.23588 0.25621 2 0.16345 -0.15048 TRANSFORMED X 1 0.2359 0.4718 0.7076 0.9435 1.1794 0.2562 0.5124 0.7686 1.0249 1.2811 0.4921 0.7280 0.9638 1.1997 0.7483 0.9842 1.2201 1.0045 1.2404 1.2607 2 0.1635 0.3269 0.4904 0.6538 0.8173 -0.1505 -0.3010 -0.4514 -0.6019 -0.7524 0.0130 0.1764 0.3399 0.5033 -0.1375 0.0259 0.1894 -0.2880 -0.1245 -0.4385 IDEAL POINT WITH RESPECT TO NEW AXES 0.97400 0.03700 IDEAL POINT WITH RESPECT TO OLD AXES 2.01682 1.94478 IMPORTANCES OF NEW AXES 0.12128 0.04936 SUBJECT 30 ========== S (VECTOR OF SCALE VALUES) 0.33162 0.25359 0.09753 -0.05852 -0.09753 0.37063 0.29260 0.17556 0.13655 0.05852 0.17556 -0.01951 -0.21458 -0.25359 0.05852 -0.29260 -0.37063 -0.13655 -0.33162 -0.17556 BETA 0.55269 -0.20939 -0.17386 0.01618 0.01595 -0.02895 R (CORRELATION)= 0.98803 DSQ 11.37640 11.21554 11.08705 10.99090 10.92712 11.41170 11.28567 11.19155 11.12931 11.09897 11.18953 10.99973 10.84228 10.71719 11.03456 10.81581 10.62941 10.91148 10.66378 10.82030 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.70994 -0.70427 2 0.70427 0.70994 COMPOSITE TRANSFORMATION MATRIX 1 0.12406 -0.12307 2 0.02805 0.02828 TRANSFORMED X 1 0.1241 0.2481 0.3722 0.4962 0.6203 -0.1231 -0.2461 -0.3692 -0.4923 -0.6154 0.0010 0.1251 0.2491 0.3732 -0.1221 0.0020 0.1260 -0.2452 -0.1211 -0.3682 2 0.0281 0.0561 0.0842 0.1122 0.1403 0.0283 0.0566 0.0848 0.1131 0.1414 0.0563 0.0844 0.1124 0.1405 0.0846 0.1127 0.1407 0.1129 0.1409 0.1412 IDEAL POINT WITH RESPECT TO NEW AXES 0.07499 3.40059 IDEAL POINT WITH RESPECT TO OLD AXES 60.43225 60.30944 IMPORTANCES OF NEW AXES 0.03054 0.00159 SUBJECT 31 ========== S (VECTOR OF SCALE VALUES) 0.37819 0.13933 0.05971 -0.09952 -0.01990 0.33838 0.25876 0.25876 0.21895 0.21895 0.05971 -0.13933 -0.21895 -0.29857 -0.01990 -0.29857 -0.37819 -0.09952 -0.25876 -0.09952 BETA 0.59051 -0.30149 -0.23751 0.03515 0.03468 -0.00790 R (CORRELATION)= 0.98396 DSQ 0.91807 0.72202 0.59628 0.54083 0.55568 0.98157 0.84809 0.78395 0.78916 0.86373 0.70733 0.50339 0.36974 0.30639 0.56594 0.35410 0.21256 0.49391 0.27417 0.49122 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.72797 -0.68561 2 0.68561 0.72797 COMPOSITE TRANSFORMATION MATRIX 1 0.14352 -0.13517 2 0.12063 0.12808 TRANSFORMED X 1 0.1435 0.2870 0.4306 0.5741 0.7176 -0.1352 -0.2703 -0.4055 -0.5407 -0.6758 0.0084 0.1519 0.2954 0.4389 -0.1268 0.0167 0.1602 -0.2620 -0.1185 -0.3972 2 0.1206 0.2413 0.3619 0.4825 0.6031 0.1281 0.2562 0.3842 0.5123 0.6404 0.2487 0.3693 0.4900 0.6106 0.3768 0.4974 0.6180 0.5049 0.6255 0.6330 IDEAL POINT WITH RESPECT TO NEW AXES 0.14363 1.07879 IDEAL POINT WITH RESPECT TO OLD AXES 4.73416 3.96402 IMPORTANCES OF NEW AXES 0.03887 0.03096 SUBJECT 32 ========== S (VECTOR OF SCALE VALUES) 0.31017 0.11509 -0.00195 -0.04097 -0.00195 0.34919 0.23214 0.23214 0.15411 0.19313 0.07608 0.23214 -0.27506 -0.19703 -0.04097 -0.31407 -0.35309 -0.19703 -0.39210 -0.07998 BETA 0.52345 -0.24795 -0.18664 0.02872 0.02407 -0.02291 R (CORRELATION)= 0.93132 DSQ 1.36106 1.19927 1.09492 1.04801 1.05854 1.41772 1.30331 1.23705 1.21893 1.24897 1.17558 0.99088 0.86361 0.79379 1.03825 0.83064 0.68046 0.94908 0.71855 0.90805 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.77416 -0.63299 2 0.63299 0.77416 COMPOSITE TRANSFORMATION MATRIX 1 0.15108 -0.12353 2 0.07676 0.09389 TRANSFORMED X 1 0.1511 0.3022 0.4533 0.6043 0.7554 -0.1235 -0.2471 -0.3706 -0.4941 -0.6177 0.0276 0.1786 0.3297 0.4808 -0.0960 0.0551 0.2062 -0.2195 -0.0684 -0.3430 2 0.0768 0.1535 0.2303 0.3071 0.3838 0.0939 0.1878 0.2817 0.3755 0.4694 0.1707 0.2474 0.3242 0.4009 0.2645 0.3413 0.4181 0.3584 0.4352 0.4523 IDEAL POINT WITH RESPECT TO NEW AXES 0.18911 1.24279 IDEAL POINT WITH RESPECT TO OLD AXES 7.23686 7.32009 IMPORTANCES OF NEW AXES 0.03809 0.01471 SUBJECT 33 ========== S (VECTOR OF SCALE VALUES) 0.36895 0.29128 0.17477 0.13593 0.01942 0.33011 0.25244 0.09709 0.05826 -0.01942 0.21360 -0.13593 -0.21360 -0.25244 -0.05826 -0.29128 -0.36895 -0.13593 -0.33011 -0.13593 BETA 0.58903 -0.21052 -0.25560 0.02003 0.02998 -0.02050 R (CORRELATION)= 0.97104 DSQ 1.69656 1.54615 1.43580 1.36553 1.33532 1.66143 1.49575 1.39003 1.34426 1.35844 1.45044 1.27953 1.14869 1.05791 1.26427 1.07286 0.92152 1.13805 0.92615 1.07178 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 -0.53087 0.84746 2 0.84746 0.53087 COMPOSITE TRANSFORMATION MATRIX 1 -0.10128 0.16167 2 0.09888 0.06194 TRANSFORMED X 1 -0.1013 -0.2026 -0.3038 -0.4051 -0.5064 0.1617 0.3233 0.4850 0.6467 0.8084 0.0604 -0.0409 -0.1422 -0.2434 0.2221 0.1208 0.0195 0.3837 0.2825 0.5454 2 0.0989 0.1978 0.2967 0.3955 0.4944 0.0619 0.1239 0.1858 0.2478 0.3097 0.1608 0.2597 0.3586 0.4575 0.2228 0.3217 0.4205 0.2847 0.3836 0.3467 IDEAL POINT WITH RESPECT TO NEW AXES 0.27480 1.34593 IDEAL POINT WITH RESPECT TO OLD AXES 9.01065 7.34420 IMPORTANCES OF NEW AXES 0.03640 0.01361 SUBJECT 34 ========== S (VECTOR OF SCALE VALUES) 0.34905 0.06160 -0.06160 -0.14373 -0.10266 0.26692 0.14373 0.06160 0.10266 0.14373 0.06160 -0.14373 -0.30799 -0.18479 0.14373 -0.26692 -0.39012 0.26692 -0.34905 0.34905 BETA 0.52700 -0.28045 -0.25992 0.02819 0.04286 0.02607 R (CORRELATION)= 0.79942 DSQ 0.56034 0.36447 0.22498 0.14187 0.11514 0.59554 0.46420 0.41857 0.45866 0.58446 0.36935 0.19955 0.08614 0.02910 0.26408 0.12036 0.03301 0.24453 0.12688 0.31069 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.50484 0.86321 2 0.86321 -0.50484 COMPOSITE TRANSFORMATION MATRIX 1 0.11343 0.19395 2 0.12380 -0.07240 TRANSFORMED X 1 0.1134 0.2269 0.3403 0.4537 0.5671 0.1939 0.3879 0.5818 0.7758 0.9697 0.3074 0.4208 0.5342 0.6477 0.5013 0.6148 0.7282 0.6953 0.8087 0.8892 2 0.1238 0.2476 0.3714 0.4952 0.6190 -0.0724 -0.1448 -0.2172 -0.2896 -0.3620 0.0514 0.1752 0.2990 0.4228 -0.0210 0.1028 0.2266 -0.0934 0.0304 -0.1658 IDEAL POINT WITH RESPECT TO NEW AXES 0.81436 0.38654 IDEAL POINT WITH RESPECT TO OLD AXES 4.15641 1.76801 IMPORTANCES OF NEW AXES 0.05048 0.02057 SUBJECT 35 ========== S (VECTOR OF SCALE VALUES) 0.33784 0.09937 0.05962 0.25835 0.29810 0.37759 0.01987 -0.05962 0.09937 0.21861 -0.25835 -0.25835 -0.09937 0.13911 -0.37759 -0.29810 -0.05962 -0.25835 -0.21861 -0.01987 BETA 0.78831 -0.55014 -0.59699 0.09684 0.09921 0.10851 R (CORRELATION)= 0.92178 DSQ 0.63096 0.37135 0.30542 0.43317 0.75461 0.58648 0.28712 0.18618 0.28365 0.57954 0.24170 0.09060 0.13318 0.36945 0.05085 0.00826 0.15936 0.05842 0.12435 0.26441 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.69936 0.71477 2 0.71477 -0.69936 COMPOSITE TRANSFORMATION MATRIX 1 0.27292 0.27894 2 0.14951 -0.14629 TRANSFORMED X 1 0.2729 0.5458 0.8188 1.0917 1.3646 0.2789 0.5579 0.8368 1.1158 1.3947 0.5519 0.8248 1.0977 1.3706 0.8308 1.1037 1.3767 1.1097 1.3827 1.3887 2 0.1495 0.2990 0.4485 0.5981 0.7476 -0.1463 -0.2926 -0.4389 -0.5852 -0.7315 0.0032 0.1527 0.3023 0.4518 -0.1431 0.0064 0.1560 -0.2894 -0.1398 -0.4356 IDEAL POINT WITH RESPECT TO NEW AXES 1.03966 -0.05804 IDEAL POINT WITH RESPECT TO OLD AXES 1.66482 2.09825 IMPORTANCES OF NEW AXES 0.15230 0.04376 SUBJECT 36 ========== S (VECTOR OF SCALE VALUES) 0.06288 -0.27249 -0.06288 0.02096 0.18865 0.14673 0.02096 0.23057 0.35634 0.39826 -0.35634 -0.39826 -0.18865 0.14673 -0.06288 -0.27249 -0.14673 -0.02096 -0.06288 0.27249 BETA 0.27249 -0.40425 -0.19763 0.08185 0.04991 0.05091 R (CORRELATION)= 0.89603 DSQ 0.20754 0.04884 0.05383 0.22252 0.55490 0.38222 0.33431 0.38621 0.53793 0.78946 0.11072 0.00292 0.05882 0.27841 0.11372 0.05682 0.16362 0.21653 0.21054 0.41915 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.87507 0.48400 2 -0.48400 0.87507 COMPOSITE TRANSFORMATION MATRIX 1 0.27103 0.14990 2 -0.09161 0.16564 TRANSFORMED X 1 0.2710 0.5421 0.8131 1.0841 1.3551 0.1499 0.2998 0.4497 0.5996 0.7495 0.4209 0.6920 0.9630 1.2340 0.5708 0.8419 1.1129 0.7207 0.9918 0.8706 2 -0.0916 -0.1832 -0.2748 -0.3665 -0.4581 0.1656 0.3313 0.4969 0.6626 0.8282 0.0740 -0.0176 -0.1092 -0.2008 0.2397 0.1480 0.0564 0.4053 0.3137 0.5709 IDEAL POINT WITH RESPECT TO NEW AXES 0.72550 -0.06000 IDEAL POINT WITH RESPECT TO OLD AXES 2.20320 0.85637 IMPORTANCES OF NEW AXES 0.09593 0.03583 SUBJECT 37 ========== S (VECTOR OF SCALE VALUES) 0.42843 0.18244 0.14144 0.10044 0.01845 0.30543 0.14144 0.14144 0.18244 0.22344 -0.18654 -0.30953 -0.35053 -0.35053 0.01845 -0.22754 -0.26854 -0.10454 -0.14554 0.05945 BETA 0.62522 -0.31358 -0.38606 0.03831 0.06687 0.02684 R (CORRELATION)= 0.87982 DSQ 0.67319 0.47455 0.35253 0.30714 0.33838 0.62927 0.44380 0.39207 0.47406 0.68979 0.38084 0.20904 0.11387 0.09532 0.22222 0.07726 0.00893 0.19733 0.07921 0.30617 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.36840 0.92967 2 0.92967 -0.36840 COMPOSITE TRANSFORMATION MATRIX 1 0.09898 0.24978 2 0.16887 -0.06692 TRANSFORMED X 1 0.0990 0.1980 0.2969 0.3959 0.4949 0.2498 0.4996 0.7493 0.9991 1.2489 0.3488 0.4477 0.5467 0.6457 0.5985 0.6975 0.7965 0.8483 0.9473 1.0981 2 0.1689 0.3377 0.5066 0.6755 0.8443 -0.0669 -0.1338 -0.2008 -0.2677 -0.3346 0.1020 0.2708 0.4397 0.6086 0.0350 0.2039 0.3728 -0.0319 0.1370 -0.0988 IDEAL POINT WITH RESPECT TO NEW AXES 0.88293 0.41098 IDEAL POINT WITH RESPECT TO OLD AXES 3.31408 2.22162 IMPORTANCES OF NEW AXES 0.07218 0.03299 SUBJECT 38 ========== S (VECTOR OF SCALE VALUES) 0.33625 0.17802 -0.01978 0.09890 0.25714 0.37581 0.09890 0.09890 0.17802 0.29670 -0.01978 -0.21758 -0.21758 -0.09890 -0.17802 -0.29670 -0.37581 -0.13846 -0.33625 -0.01978 BETA 0.70548 -0.43853 -0.42299 0.07025 0.07072 0.03548 R (CORRELATION)= 0.98477 DSQ 0.68408 0.45630 0.36901 0.42223 0.61594 0.70009 0.48926 0.41988 0.49193 0.70543 0.36729 0.17498 0.12318 0.21187 0.19194 0.03511 0.01879 0.15803 0.03668 0.26556 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.70239 0.71179 2 0.71179 -0.70239 COMPOSITE TRANSFORMATION MATRIX 1 0.20863 0.21142 2 0.16347 -0.16131 TRANSFORMED X 1 0.2086 0.4173 0.6259 0.8345 1.0432 0.2114 0.4228 0.6343 0.8457 1.0571 0.4201 0.6287 0.8373 1.0459 0.6315 0.8401 1.0487 0.8429 1.0515 1.0543 2 0.1635 0.3269 0.4904 0.6539 0.8174 -0.1613 -0.3226 -0.4839 -0.6453 -0.8066 0.0022 0.1656 0.3291 0.4926 -0.1592 0.0043 0.1678 -0.3205 -0.1570 -0.4818 IDEAL POINT WITH RESPECT TO NEW AXES 1.02532 0.03273 IDEAL POINT WITH RESPECT TO OLD AXES 2.52607 2.35694 IMPORTANCES OF NEW AXES 0.08823 0.05274 SUBJECT 39 ========== S (VECTOR OF SCALE VALUES) 0.38623 0.34557 0.22361 0.14230 0.10164 0.30492 0.18295 0.06098 0.06098 0.02033 0.02033 -0.18295 -0.22361 -0.22361 -0.10164 -0.34557 -0.38623 -0.10164 -0.30492 0.02033 BETA 0.61661 -0.23563 -0.35542 0.02654 0.05340 -0.00113 R (CORRELATION)= 0.93468 DSQ 0.92222 0.76621 0.66328 0.61343 0.61666 0.82929 0.63408 0.54567 0.56406 0.68926 0.61908 0.46194 0.35788 0.30690 0.42273 0.26447 0.15928 0.33319 0.17380 0.35046 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 -0.02100 0.99978 2 0.99978 0.02100 COMPOSITE TRANSFORMATION MATRIX 1 -0.00485 0.23106 2 0.16284 0.00342 TRANSFORMED X 1 -0.0049 -0.0097 -0.0146 -0.0194 -0.0243 0.2311 0.4621 0.6932 0.9242 1.1553 0.2262 0.2214 0.2165 0.2116 0.4573 0.4524 0.4476 0.6883 0.6835 0.9194 2 0.1628 0.3257 0.4885 0.6513 0.8142 0.0034 0.0068 0.0103 0.0137 0.0171 0.1663 0.3291 0.4919 0.6548 0.1697 0.3325 0.4954 0.1731 0.3359 0.1765 IDEAL POINT WITH RESPECT TO NEW AXES 0.75805 0.74610 IDEAL POINT WITH RESPECT TO OLD AXES 4.51101 3.37548 IMPORTANCES OF NEW AXES 0.05341 0.02653 SUBJECT 40 ========== S (VECTOR OF SCALE VALUES) 0.22324 -0.06088 -0.10147 -0.22324 -0.22324 0.34500 0.22324 0.18265 0.18265 0.38559 0.06088 -0.18265 -0.18265 -0.10147 0.02029 -0.34500 -0.38559 0.14206 -0.18265 0.22324 BETA 0.54795 -0.37231 -0.25561 0.04566 0.04590 0.04011 R (CORRELATION)= 0.92808 DSQ 0.48943 0.25411 0.11012 0.05745 0.09610 0.60636 0.48846 0.46237 0.52808 0.68561 0.31983 0.12461 0.02073 0.00816 0.24203 0.08692 0.02314 0.25604 0.14104 0.36186 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.70497 0.70924 2 0.70924 -0.70497 COMPOSITE TRANSFORMATION MATRIX 1 0.18089 0.18198 2 0.11377 -0.11308 TRANSFORMED X 1 0.1809 0.3618 0.5427 0.7235 0.9044 0.1820 0.3640 0.5459 0.7279 0.9099 0.3629 0.5438 0.7246 0.9055 0.5448 0.7257 0.9066 0.7268 0.9077 0.9088 2 0.1138 0.2275 0.3413 0.4551 0.5688 -0.1131 -0.2262 -0.3392 -0.4523 -0.5654 0.0007 0.1144 0.2282 0.3420 -0.1124 0.0014 0.1151 -0.2255 -0.1117 -0.3386 IDEAL POINT WITH RESPECT TO NEW AXES 0.86473 0.26137 IDEAL POINT WITH RESPECT TO OLD AXES 3.53151 1.24150 IMPORTANCES OF NEW AXES 0.06584 0.02573 AVERAGE SUBJECT =============== S (VECTOR OF SCALE VALUES) 0.31459 0.11101 0.02737 -0.00193 0.03700 0.33359 0.19910 0.16319 0.15532 0.19551 0.01785 -0.16682 -0.21900 -0.19335 -0.05595 -0.28755 -0.31743 -0.05806 -0.25865 0.00421 BETA 0.57993 -0.33189 -0.28090 0.04511 0.04355 0.01542 R (CORRELATION)= 0.98082 DSQ 0.62114 0.42459 0.31826 0.30216 0.37628 0.67056 0.52029 0.45712 0.48104 0.59204 0.39921 0.21808 0.12718 0.12650 0.26437 0.09866 0.02319 0.21662 0.06634 0.25596 ************************************************************************************************************************ DIRECTION COSINE OF NEW AXES WITH RESPECT TO OLD OLD 1 2 NEW 1 0.74198 0.67042 2 -0.67042 0.74198 COMPOSITE TRANSFORMATION MATRIX 1 0.16933 0.15300 2 -0.12822 0.14191 TRANSFORMED X 1 0.1693 0.3387 0.5080 0.6773 0.8466 0.1530 0.3060 0.4590 0.6120 0.7650 0.3223 0.4917 0.6610 0.8303 0.4753 0.6447 0.8140 0.6283 0.7976 0.7813 2 -0.1282 -0.2564 -0.3847 -0.5129 -0.6411 0.1419 0.2838 0.4257 0.5676 0.7095 0.0137 -0.1145 -0.2427 -0.3710 0.1556 0.0274 -0.1008 0.2975 0.1693 0.4394 IDEAL POINT WITH RESPECT TO NEW AXES 0.95213 -0.03681 IDEAL POINT WITH RESPECT TO OLD AXES 3.22471 2.65428 IMPORTANCES OF NEW AXES 0.05208 0.03658 NORMALISED S MATRIX 1 2 3 4 5 6 7 8 9 10 1 0.3800 0.2638 0.3326 0.3716 0.3329 0.3182 0.3752 0.1475 0.3331 0.3363 2 0.1400 0.0609 0.2152 0.0198 0.0159 0.2416 0.2962 -0.1475 -0.1372 0.2176 3 0.1000 0.0609 -0.0196 0.0638 0.0555 0.1265 0.2172 -0.1475 -0.2156 0.0593 4 0.2200 0.1015 -0.1761 0.1078 0.1744 -0.0652 0.1382 -0.1475 0.0588 0.0198 5 0.3000 0.3044 -0.0978 0.2837 0.2932 -0.0268 0.1382 0.1054 0.2548 0.0989 6 0.3400 0.3856 0.3718 0.3716 0.2140 0.3566 0.3357 0.2739 0.3723 0.3363 7 0.1000 0.1826 0.2935 0.0198 0.0555 0.2799 0.2172 0.1897 0.1372 0.2967 8 0.0200 0.1421 0.2152 0.1517 0.1347 0.2032 0.0592 0.2739 -0.0196 0.0989 9 -0.0600 0.1826 0.1370 0.2397 0.2536 0.1265 -0.0987 0.3582 0.2156 0.1385 10 0.0600 0.2638 0.0978 0.1957 0.4121 0.1265 -0.0987 0.4004 0.2939 0.2967 11 -0.0600 0.0203 0.1761 -0.1122 -0.1427 0.2032 0.1777 -0.3582 -0.1764 -0.0198 12 -0.1800 -0.1826 -0.0978 -0.3321 -0.3804 -0.1035 0.0197 -0.2739 -0.3723 -0.1780 13 -0.2200 -0.1826 -0.2544 -0.0682 -0.1427 -0.2186 -0.0592 -0.2739 -0.3331 -0.2571 14 -0.3000 -0.1826 -0.2544 -0.2001 -0.0634 -0.2952 -0.1382 -0.1054 0.0588 -0.3758 15 -0.1000 -0.1015 0.0978 -0.1561 -0.3012 -0.0268 -0.1382 0.0211 -0.2548 -0.1385 16 -0.3000 -0.3450 -0.2544 -0.3760 -0.1823 -0.2952 -0.2172 -0.3161 -0.2939 -0.2571 17 -0.3400 -0.3856 -0.3718 -0.2881 -0.1823 -0.3719 -0.2962 -0.1054 -0.0588 -0.3363 18 0.0200 -0.1826 0.0196 -0.0682 -0.2219 -0.1419 -0.2567 0.0211 -0.0588 -0.0198 19 -0.3400 -0.3044 -0.3326 -0.2881 -0.2615 -0.2952 -0.3752 -0.0632 0.0588 -0.2571 20 0.2200 -0.1015 -0.0978 0.0638 -0.0634 -0.1419 -0.2962 0.1475 0.1372 -0.0593 11 12 13 14 15 16 17 18 19 20 1 0.3723 0.3405 0.2596 0.3741 0.3311 0.3422 0.3034 0.3901 0.3712 0.3090 2 0.2156 0.0601 0.0200 0.2166 0.2142 0.1006 0.1011 0.2259 0.2930 0.0618 3 0.0980 -0.1002 -0.0599 0.0984 0.0584 -0.1006 0.0607 0.1437 0.1758 -0.1442 4 0.0588 -0.0200 0.0200 0.0197 -0.0584 -0.3019 0.0202 -0.0616 0.0586 -0.0206 5 0.0980 -0.1002 0.2995 0.0197 -0.1753 -0.3825 -0.1011 -0.1027 0.0586 0.1442 6 0.3331 0.3405 0.2596 0.3347 0.3701 0.3825 0.3439 0.3491 0.3321 0.3502 7 0.2939 0.2604 0.1398 0.2953 0.2922 0.2617 0.2225 0.2669 0.2540 0.1442 8 0.2156 0.1803 0.1398 0.2166 0.2532 0.2214 0.2630 0.1027 0.1758 0.0206 9 0.0980 0.2204 0.2995 0.0984 0.1363 0.1812 0.2225 0.0616 0.0195 0.1030 10 0.1764 0.2604 0.3794 0.1772 0.0974 0.2214 0.3034 0.1027 -0.0195 0.2266 11 -0.0588 0.1803 -0.0599 0.0984 0.1753 0.1409 0.0202 0.2259 0.1758 -0.0618 12 -0.1764 -0.1803 -0.3395 -0.1378 -0.1363 -0.0604 -0.1821 -0.1027 -0.0586 -0.2266 13 -0.2156 -0.3405 -0.2995 -0.2166 -0.2532 -0.1812 -0.2630 -0.2259 -0.1368 -0.2266 14 -0.2548 -0.2604 -0.1398 -0.2559 -0.3311 -0.2617 -0.2630 -0.2259 -0.1758 -0.0206 15 -0.0588 -0.0200 -0.1398 -0.0591 -0.0195 0.0604 -0.0607 0.0205 -0.0586 -0.1030 16 -0.2939 -0.3005 -0.3395 -0.2953 -0.2532 -0.1006 -0.3439 -0.3080 -0.2930 -0.3502 17 -0.3723 -0.3405 -0.2995 -0.3741 -0.3701 -0.3422 -0.3439 -0.3901 -0.3321 -0.3914 18 -0.1372 0.0200 -0.0599 -0.0984 -0.0195 0.0201 -0.0202 -0.1027 -0.2149 0.1030 19 -0.3331 -0.2604 -0.1797 -0.2953 -0.2532 -0.1409 -0.3034 -0.3491 -0.3712 -0.3090 20 -0.0588 0.0601 0.0998 -0.2166 -0.0584 -0.0604 0.0202 -0.0205 -0.2540 0.3914 21 22 23 24 25 26 27 28 29 30 1 0.3301 0.1323 0.3316 0.2913 0.3307 0.3321 0.3347 0.0641 0.3389 0.3316 2 0.2524 -0.1789 0.2146 0.0194 0.2524 0.1368 0.2559 -0.2565 -0.0199 0.2536 3 0.0583 -0.1011 0.1365 -0.1359 0.0567 0.0586 0.0984 -0.1763 0.0598 0.0975 4 -0.0194 -0.0233 0.0195 -0.2136 0.0176 -0.0977 0.0197 -0.2965 0.1794 -0.0585 5 -0.0194 0.0934 0.0195 -0.3301 -0.0607 -0.0977 -0.0984 -0.1362 0.2592 -0.0975 6 0.3689 0.1323 0.3706 0.3689 0.3698 0.3712 0.3741 0.3446 0.3788 0.3706 7 0.2913 0.0156 0.2926 0.3301 0.2916 0.2930 0.2953 0.1843 -0.0997 0.2926 8 0.2136 0.1712 0.2536 0.2524 0.2133 0.2540 0.2166 0.3446 0.0598 0.1756 9 0.1359 0.2879 0.1365 0.1359 0.1350 0.2149 0.0591 0.2244 0.2193 0.1365 10 0.0971 0.3657 0.0975 0.2136 0.0959 0.1758 0.0197 0.3446 0.2990 0.0585 11 0.1748 -0.1789 0.0585 0.1748 0.1741 0.0977 0.1772 -0.0962 -0.2592 0.1756 12 -0.1748 -0.3346 -0.1365 -0.0583 -0.0998 -0.1368 -0.0197 0.0240 -0.2990 -0.0195 13 -0.2136 -0.2957 -0.2146 -0.2524 -0.2563 -0.2930 -0.1772 -0.0962 -0.0997 -0.2146 14 -0.2524 -0.1789 -0.2536 -0.3689 -0.2563 -0.3712 -0.2559 -0.0962 0.0199 -0.2536 15 -0.0194 0.0934 -0.0585 0.0971 -0.0607 -0.0195 0.0197 0.0641 -0.2193 0.0585 16 -0.2913 -0.2567 -0.2926 -0.1359 -0.2955 -0.2149 -0.2953 -0.3767 -0.3788 -0.2926 17 -0.3689 -0.3346 -0.3706 -0.2913 -0.3737 -0.3321 -0.3741 -0.2565 -0.2193 -0.3706 18 -0.0971 0.3268 -0.0975 0.0583 -0.1781 -0.0977 -0.0984 0.1042 -0.0598 -0.1365 19 -0.3301 -0.0622 -0.3316 -0.1359 -0.2955 -0.2540 -0.3347 -0.1763 -0.2592 -0.3316 20 -0.1359 0.3268 -0.1756 -0.0194 -0.0607 -0.0195 -0.2166 0.2645 0.0997 -0.1756 31 32 33 34 35 36 37 38 39 40 1 0.3782 0.3102 0.3689 0.3491 0.3378 0.0629 0.4284 0.3363 0.3862 0.2232 2 0.1393 0.1151 0.2913 0.0616 0.0994 -0.2725 0.1824 0.1780 0.3456 -0.0609 3 0.0597 -0.0020 0.1748 -0.0616 0.0596 -0.0629 0.1414 -0.0198 0.2236 -0.1015 4 -0.0995 -0.0410 0.1359 -0.1437 0.2584 0.0210 0.1004 0.0989 0.1423 -0.2232 5 -0.0199 -0.0020 0.0194 -0.1027 0.2981 0.1886 0.0184 0.2571 0.1016 -0.2232 6 0.3384 0.3492 0.3301 0.2669 0.3776 0.1467 0.3054 0.3758 0.3049 0.3450 7 0.2588 0.2321 0.2524 0.1437 0.0199 0.0210 0.1414 0.0989 0.1830 0.2232 8 0.2588 0.2321 0.0971 0.0616 -0.0596 0.2306 0.1414 0.0989 0.0610 0.1826 9 0.2190 0.1541 0.0583 0.1027 0.0994 0.3563 0.1824 0.1780 0.0610 0.1826 10 0.2190 0.1931 -0.0194 0.1437 0.2186 0.3983 0.2234 0.2967 0.0203 0.3856 11 0.0597 0.0761 0.2136 0.0616 -0.2584 -0.3563 -0.1865 -0.0198 0.0203 0.0609 12 -0.1393 0.2321 -0.1359 -0.1437 -0.2584 -0.3983 -0.3095 -0.2176 -0.1830 -0.1826 13 -0.2190 -0.2751 -0.2136 -0.3080 -0.0994 -0.1886 -0.3505 -0.2176 -0.2236 -0.1826 14 -0.2986 -0.1970 -0.2524 -0.1848 0.1391 0.1467 -0.3505 -0.0989 -0.2236 -0.1015 15 -0.0199 -0.0410 -0.0583 0.1437 -0.3776 -0.0629 0.0184 -0.1780 -0.1016 0.0203 16 -0.2986 -0.3141 -0.2913 -0.2669 -0.2981 -0.2725 -0.2275 -0.2967 -0.3456 -0.3450 17 -0.3782 -0.3531 -0.3689 -0.3901 -0.0596 -0.1467 -0.2685 -0.3758 -0.3862 -0.3856 18 -0.0995 -0.1970 -0.1359 0.2669 -0.2584 -0.0210 -0.1045 -0.1385 -0.1016 0.1421 19 -0.2588 -0.3921 -0.3301 -0.3491 -0.2186 -0.0629 -0.1455 -0.3363 -0.3049 -0.1826 20 -0.0995 -0.0800 -0.1359 0.3491 -0.0199 0.2725 0.0594 -0.0198 0.0203 0.2232 41 1 0.3146 2 0.1110 3 0.0274 4 -0.0019 5 0.0370 6 0.3336 7 0.1991 8 0.1632 9 0.1553 10 0.1955 11 0.0179 12 -0.1668 13 -0.2190 14 -0.1934 15 -0.0560 16 -0.2876 17 -0.3174 18 -0.0581 19 -0.2587 20 0.0042 STIMULI COORDINATES DIMENSION 1 2 STIMULI 1 1.00000 0.00000 2 2.00000 0.00000 3 3.00000 0.00000 4 4.00000 0.00000 5 5.00000 0.00000 6 0.00000 1.00000 7 0.00000 2.00000 8 0.00000 3.00000 9 0.00000 4.00000 10 0.00000 5.00000 11 1.00000 1.00000 12 2.00000 1.00000 13 3.00000 1.00000 14 4.00000 1.00000 15 1.00000 2.00000 16 2.00000 2.00000 17 3.00000 2.00000 18 1.00000 3.00000 19 2.00000 3.00000 20 1.00000 4.00000 COORDINATES OF IDEAL POINTS DIMENSION 1 2 SUBJECTS 1 2.55096 2.50752 2 2.87373 3.02170 3 6.59589 7.37449 4 2.41476 2.25065 5 2.19617 2.07148 6 8.15676 7.15959 7 6.77222 7.40524 8 2.62689 0.80333 9 2.19472 1.18892 10 3.65517 2.79086 11 3.99677 3.70877 12 3.54961 2.37422 13 2.39283 1.87515 14 5.58397 5.29181 15 9.50041 7.40732 16 7.29367 1.08998 17 4.74854 3.47379 18 5.94635 3.81356 19 10.60755 11.48465 20 2.39383 1.67886 21 5.81703 5.99220 22 2.74825 1.23179 23 8.59685 9.81042 24 5.98668 2.66875 25 5.29420 4.59514 26 5.31375 4.16717 27 -12.22676 -14.41758 28 3.43968 -0.26895 29 2.01682 1.94478 30 60.43225 60.30944 31 4.73416 3.96402 32 7.23686 7.32009 33 9.01065 7.34420 34 4.15641 1.76801 35 1.66482 2.09825 36 2.20320 0.85637 37 3.31408 2.22162 38 2.52607 2.35694 39 4.51101 3.37548 40 3.53151 1.24150 41 3.22471 2.65428 SUBJECT 41 IS THE AVERAGE SUBJECT WEIGHTS OF AXES DIMENSION 1 2 SUBJECTS 1 0.07562 0.04065 2 0.06625 0.04674 3 0.02926 0.01422 4 0.08754 0.04982 5 0.09610 0.05526 6 0.03560 0.01515 7 0.03120 0.01622 8 0.09592 0.03052 9 0.19952 0.03206 10 0.05540 0.04036 11 0.04480 0.03825 12 0.05471 0.03440 13 0.09893 0.05186 14 0.04033 0.02374 15 0.02811 0.01270 16 0.03107 0.01046 17 0.04319 0.03058 18 0.03895 0.02183 19 0.03507 0.00997 20 0.11712 0.03715 21 0.03674 0.02059 22 0.04788 0.03417 23 0.04063 0.01170 24 0.02372 0.01141 25 0.03528 0.02699 26 0.03291 0.02655 27 0.02997 -0.00630 28 0.05366 0.01185 29 0.12128 0.04936 30 0.03054 0.00159 31 0.03887 0.03096 32 0.03809 0.01471 33 0.03640 0.01361 34 0.05048 0.02057 35 0.15230 0.04376 36 0.09593 0.03583 37 0.07218 0.03299 38 0.08823 0.05274 39 0.05341 0.02653 40 0.06584 0.02573 41 0.05208 0.03658 SUBJECT 41 IS THE AVERAGE SUBJECT FITTING VALUES 1 2 3 4 5 6 7 8 9 10 1 0.3800 0.2638 0.3326 0.3716 0.3329 0.3182 0.3752 0.1475 0.3331 0.3363 2 0.1400 0.0609 0.2152 0.0198 0.0159 0.2416 0.2962 -0.1475 -0.1372 0.2176 3 0.1000 0.0609 -0.0196 0.0638 0.0555 0.1265 0.2172 -0.1475 -0.2156 0.0593 4 0.2200 0.1015 -0.1761 0.1078 0.1744 -0.0652 0.1382 -0.1475 0.0588 0.0198 5 0.3000 0.3044 -0.0978 0.2837 0.2932 -0.0268 0.1382 0.1054 0.2548 0.0989 6 0.3400 0.3856 0.3718 0.3716 0.2140 0.3566 0.3357 0.2739 0.3723 0.3363 7 0.1000 0.1826 0.2935 0.0198 0.0555 0.2799 0.2172 0.1897 0.1372 0.2967 8 0.0200 0.1421 0.2152 0.1517 0.1347 0.2032 0.0592 0.2739 -0.0196 0.0989 9 -0.0600 0.1826 0.1370 0.2397 0.2536 0.1265 -0.0987 0.3582 0.2156 0.1385 10 0.0600 0.2638 0.0978 0.1957 0.4121 0.1265 -0.0987 0.4004 0.2939 0.2967 11 -0.0600 0.0203 0.1761 -0.1122 -0.1427 0.2032 0.1777 -0.3582 -0.1764 -0.0198 12 -0.1800 -0.1826 -0.0978 -0.3321 -0.3804 -0.1035 0.0197 -0.2739 -0.3723 -0.1780 13 -0.2200 -0.1826 -0.2544 -0.0682 -0.1427 -0.2186 -0.0592 -0.2739 -0.3331 -0.2571 14 -0.3000 -0.1826 -0.2544 -0.2001 -0.0634 -0.2952 -0.1382 -0.1054 0.0588 -0.3758 15 -0.1000 -0.1015 0.0978 -0.1561 -0.3012 -0.0268 -0.1382 0.0211 -0.2548 -0.1385 16 -0.3000 -0.3450 -0.2544 -0.3760 -0.1823 -0.2952 -0.2172 -0.3161 -0.2939 -0.2571 17 -0.3400 -0.3856 -0.3718 -0.2881 -0.1823 -0.3719 -0.2962 -0.1054 -0.0588 -0.3363 18 0.0200 -0.1826 0.0196 -0.0682 -0.2219 -0.1419 -0.2567 0.0211 -0.0588 -0.0198 19 -0.3400 -0.3044 -0.3326 -0.2881 -0.2615 -0.2952 -0.3752 -0.0632 0.0588 -0.2571 20 0.2200 -0.1015 -0.0978 0.0638 -0.0634 -0.1419 -0.2962 0.1475 0.1372 -0.0593 11 12 13 14 15 16 17 18 19 20 1 0.3723 0.3405 0.2596 0.3741 0.3311 0.3422 0.3034 0.3901 0.3712 0.3090 2 0.2156 0.0601 0.0200 0.2166 0.2142 0.1006 0.1011 0.2259 0.2930 0.0618 3 0.0980 -0.1002 -0.0599 0.0984 0.0584 -0.1006 0.0607 0.1437 0.1758 -0.1442 4 0.0588 -0.0200 0.0200 0.0197 -0.0584 -0.3019 0.0202 -0.0616 0.0586 -0.0206 5 0.0980 -0.1002 0.2995 0.0197 -0.1753 -0.3825 -0.1011 -0.1027 0.0586 0.1442 6 0.3331 0.3405 0.2596 0.3347 0.3701 0.3825 0.3439 0.3491 0.3321 0.3502 7 0.2939 0.2604 0.1398 0.2953 0.2922 0.2617 0.2225 0.2669 0.2540 0.1442 8 0.2156 0.1803 0.1398 0.2166 0.2532 0.2214 0.2630 0.1027 0.1758 0.0206 9 0.0980 0.2204 0.2995 0.0984 0.1363 0.1812 0.2225 0.0616 0.0195 0.1030 10 0.1764 0.2604 0.3794 0.1772 0.0974 0.2214 0.3034 0.1027 -0.0195 0.2266 11 -0.0588 0.1803 -0.0599 0.0984 0.1753 0.1409 0.0202 0.2259 0.1758 -0.0618 12 -0.1764 -0.1803 -0.3395 -0.1378 -0.1363 -0.0604 -0.1821 -0.1027 -0.0586 -0.2266 13 -0.2156 -0.3405 -0.2995 -0.2166 -0.2532 -0.1812 -0.2630 -0.2259 -0.1368 -0.2266 14 -0.2548 -0.2604 -0.1398 -0.2559 -0.3311 -0.2617 -0.2630 -0.2259 -0.1758 -0.0206 15 -0.0588 -0.0200 -0.1398 -0.0591 -0.0195 0.0604 -0.0607 0.0205 -0.0586 -0.1030 16 -0.2939 -0.3005 -0.3395 -0.2953 -0.2532 -0.1006 -0.3439 -0.3080 -0.2930 -0.3502 17 -0.3723 -0.3405 -0.2995 -0.3741 -0.3701 -0.3422 -0.3439 -0.3901 -0.3321 -0.3914 18 -0.1372 0.0200 -0.0599 -0.0984 -0.0195 0.0201 -0.0202 -0.1027 -0.2149 0.1030 19 -0.3331 -0.2604 -0.1797 -0.2953 -0.2532 -0.1409 -0.3034 -0.3491 -0.3712 -0.3090 20 -0.0588 0.0601 0.0998 -0.2166 -0.0584 -0.0604 0.0202 -0.0205 -0.2540 0.3914 21 22 23 24 25 26 27 28 29 30 1 0.3301 0.1323 0.3316 0.2913 0.3307 0.3321 0.3347 0.0641 0.3389 0.3316 2 0.2524 -0.1789 0.2146 0.0194 0.2524 0.1368 0.2559 -0.2565 -0.0199 0.2536 3 0.0583 -0.1011 0.1365 -0.1359 0.0567 0.0586 0.0984 -0.1763 0.0598 0.0975 4 -0.0194 -0.0233 0.0195 -0.2136 0.0176 -0.0977 0.0197 -0.2965 0.1794 -0.0585 5 -0.0194 0.0934 0.0195 -0.3301 -0.0607 -0.0977 -0.0984 -0.1362 0.2592 -0.0975 6 0.3689 0.1323 0.3706 0.3689 0.3698 0.3712 0.3741 0.3446 0.3788 0.3706 7 0.2913 0.0156 0.2926 0.3301 0.2916 0.2930 0.2953 0.1843 -0.0997 0.2926 8 0.2136 0.1712 0.2536 0.2524 0.2133 0.2540 0.2166 0.3446 0.0598 0.1756 9 0.1359 0.2879 0.1365 0.1359 0.1350 0.2149 0.0591 0.2244 0.2193 0.1365 10 0.0971 0.3657 0.0975 0.2136 0.0959 0.1758 0.0197 0.3446 0.2990 0.0585 11 0.1748 -0.1789 0.0585 0.1748 0.1741 0.0977 0.1772 -0.0962 -0.2592 0.1756 12 -0.1748 -0.3346 -0.1365 -0.0583 -0.0998 -0.1368 -0.0197 0.0240 -0.2990 -0.0195 13 -0.2136 -0.2957 -0.2146 -0.2524 -0.2563 -0.2930 -0.1772 -0.0962 -0.0997 -0.2146 14 -0.2524 -0.1789 -0.2536 -0.3689 -0.2563 -0.3712 -0.2559 -0.0962 0.0199 -0.2536 15 -0.0194 0.0934 -0.0585 0.0971 -0.0607 -0.0195 0.0197 0.0641 -0.2193 0.0585 16 -0.2913 -0.2567 -0.2926 -0.1359 -0.2955 -0.2149 -0.2953 -0.3767 -0.3788 -0.2926 17 -0.3689 -0.3346 -0.3706 -0.2913 -0.3737 -0.3321 -0.3741 -0.2565 -0.2193 -0.3706 18 -0.0971 0.3268 -0.0975 0.0583 -0.1781 -0.0977 -0.0984 0.1042 -0.0598 -0.1365 19 -0.3301 -0.0622 -0.3316 -0.1359 -0.2955 -0.2540 -0.3347 -0.1763 -0.2592 -0.3316 20 -0.1359 0.3268 -0.1756 -0.0194 -0.0607 -0.0195 -0.2166 0.2645 0.0997 -0.1756 31 32 33 34 35 36 37 38 39 40 1 0.3782 0.3102 0.3689 0.3491 0.3378 0.0629 0.4284 0.3363 0.3862 0.2232 2 0.1393 0.1151 0.2913 0.0616 0.0994 -0.2725 0.1824 0.1780 0.3456 -0.0609 3 0.0597 -0.0020 0.1748 -0.0616 0.0596 -0.0629 0.1414 -0.0198 0.2236 -0.1015 4 -0.0995 -0.0410 0.1359 -0.1437 0.2584 0.0210 0.1004 0.0989 0.1423 -0.2232 5 -0.0199 -0.0020 0.0194 -0.1027 0.2981 0.1886 0.0184 0.2571 0.1016 -0.2232 6 0.3384 0.3492 0.3301 0.2669 0.3776 0.1467 0.3054 0.3758 0.3049 0.3450 7 0.2588 0.2321 0.2524 0.1437 0.0199 0.0210 0.1414 0.0989 0.1830 0.2232 8 0.2588 0.2321 0.0971 0.0616 -0.0596 0.2306 0.1414 0.0989 0.0610 0.1826 9 0.2190 0.1541 0.0583 0.1027 0.0994 0.3563 0.1824 0.1780 0.0610 0.1826 10 0.2190 0.1931 -0.0194 0.1437 0.2186 0.3983 0.2234 0.2967 0.0203 0.3856 11 0.0597 0.0761 0.2136 0.0616 -0.2584 -0.3563 -0.1865 -0.0198 0.0203 0.0609 12 -0.1393 0.2321 -0.1359 -0.1437 -0.2584 -0.3983 -0.3095 -0.2176 -0.1830 -0.1826 13 -0.2190 -0.2751 -0.2136 -0.3080 -0.0994 -0.1886 -0.3505 -0.2176 -0.2236 -0.1826 14 -0.2986 -0.1970 -0.2524 -0.1848 0.1391 0.1467 -0.3505 -0.0989 -0.2236 -0.1015 15 -0.0199 -0.0410 -0.0583 0.1437 -0.3776 -0.0629 0.0184 -0.1780 -0.1016 0.0203 16 -0.2986 -0.3141 -0.2913 -0.2669 -0.2981 -0.2725 -0.2275 -0.2967 -0.3456 -0.3450 17 -0.3782 -0.3531 -0.3689 -0.3901 -0.0596 -0.1467 -0.2685 -0.3758 -0.3862 -0.3856 18 -0.0995 -0.1970 -0.1359 0.2669 -0.2584 -0.0210 -0.1045 -0.1385 -0.1016 0.1421 19 -0.2588 -0.3921 -0.3301 -0.3491 -0.2186 -0.0629 -0.1455 -0.3363 -0.3049 -0.1826 20 -0.0995 -0.0800 -0.1359 0.3491 -0.0199 0.2725 0.0594 -0.0198 0.0203 0.2232 41 1 0.3146 2 0.1110 3 0.0274 4 -0.0019 5 0.0370 6 0.3336 7 0.1991 8 0.1632 9 0.1553 10 0.1955 11 0.0179 12 -0.1668 13 -0.2190 14 -0.1934 15 -0.0560 16 -0.2876 17 -0.3174 18 -0.0581 19 -0.2587 20 0.0042 SQUARED DISTANCES BETWEEN IDEAL POINT AND STIMULI IDEAL SUBJECT 1 2 3 4 5 6 7 8 9 10 1 0.6570 0.4683 0.3823 0.3989 0.5183 0.6056 0.3926 0.3094 0.3561 0.5326 2 0.6833 0.4897 0.4282 0.4988 0.7014 0.7607 0.6062 0.5456 0.5790 0.7062 3 1.3037 1.1054 0.9613 0.8714 0.8357 1.4006 1.2778 1.1877 1.1304 1.1059 4 0.5963 0.3818 0.3098 0.3805 0.5938 0.6319 0.4425 0.3852 0.4601 0.6671 5 0.5383 0.3507 0.3114 0.4204 0.6776 0.5421 0.3644 0.3411 0.4723 0.7578 6 1.5632 1.3901 1.2647 1.1871 1.1573 1.5915 1.4526 1.3674 1.3359 1.3581 7 1.4711 1.3401 1.2548 1.2153 1.2216 1.4100 1.2211 1.0813 0.9906 0.9489 8 0.3156 0.0883 0.0241 0.1229 0.3848 0.5363 0.4566 0.4666 0.5665 0.7561 9 0.5633 0.1860 0.0697 0.2143 0.6199 0.7005 0.4016 0.3048 0.4103 0.7179 10 0.7689 0.5707 0.4552 0.4222 0.4718 0.7736 0.6065 0.5485 0.5993 0.7591 11 0.8704 0.6861 0.5853 0.5681 0.6343 0.8993 0.7430 0.6693 0.6782 0.7696 12 0.6639 0.4290 0.2852 0.2328 0.2716 0.7555 0.6078 0.5471 0.5733 0.6865 13 0.5206 0.2899 0.2220 0.3171 0.5751 0.6147 0.4539 0.4317 0.5482 0.8033 14 1.1650 0.9872 0.8744 0.8266 0.8438 1.1978 1.0509 0.9672 0.9466 0.9891 15 1.6233 1.4401 1.2936 1.1837 1.1104 1.6734 1.5486 1.4689 1.4341 1.4443 16 0.8521 0.6291 0.4409 0.2875 0.1690 0.9393 0.8170 0.7428 0.7170 0.7393 17 0.8280 0.6482 0.5342 0.4860 0.5037 0.8771 0.7623 0.7292 0.7779 0.9082 18 1.0945 0.9016 0.7523 0.6467 0.5848 1.0750 0.8967 0.7963 0.7738 0.8292 19 2.2443 2.0974 1.9982 1.9466 1.9425 2.2368 2.0774 1.9605 1.8861 1.8542 20 0.5538 0.2806 0.1629 0.2007 0.3939 0.6107 0.3920 0.3262 0.4135 0.6539 21 1.2263 1.0395 0.9165 0.8573 0.8619 1.2836 1.1412 1.0496 1.0090 1.0191 22 0.2190 0.0947 0.0573 0.1069 0.2434 0.3384 0.3239 0.3866 0.5265 0.7435 23 1.8043 1.6407 1.5382 1.4968 1.5167 1.8610 1.7363 1.6552 1.6176 1.6235 24 0.7589 0.5430 0.3692 0.2374 0.1477 0.8948 0.8010 0.7353 0.6979 0.6886 25 1.0748 0.8827 0.7510 0.6797 0.6688 1.1074 0.9516 0.8600 0.8325 0.8692 26 0.9551 0.7557 0.6156 0.5346 0.5129 1.0286 0.9032 0.8374 0.8314 0.8850 27 -2.4099 -2.5571 -2.6771 -2.7699 -2.8355 -2.3761 -2.4966 -2.5969 -2.6771 -2.7371 28 0.2883 0.0977 0.0083 0.0202 0.1334 0.5287 0.5070 0.5149 0.5526 0.6200 29 0.5608 0.3363 0.2765 0.3814 0.6510 0.5504 0.3273 0.2808 0.4108 0.7175 30 11.3764 11.2155 11.0870 10.9909 10.9271 11.4117 11.2857 11.1915 11.1293 11.0990 31 0.9181 0.7220 0.5963 0.5408 0.5557 0.9816 0.8481 0.7839 0.7892 0.8637 32 1.3611 1.1993 1.0949 1.0480 1.0585 1.4177 1.3033 1.2370 1.2189 1.2490 33 1.6966 1.5461 1.4358 1.3655 1.3353 1.6614 1.4958 1.3900 1.3443 1.3584 34 0.5603 0.3645 0.2250 0.1419 0.1151 0.5955 0.4642 0.4186 0.4587 0.5845 35 0.6310 0.3713 0.3054 0.4332 0.7546 0.5865 0.2871 0.1862 0.2836 0.5795 36 0.2075 0.0488 0.0538 0.2225 0.5549 0.3822 0.3343 0.3862 0.5379 0.7895 37 0.6732 0.4745 0.3525 0.3071 0.3384 0.6293 0.4438 0.3921 0.4741 0.6898 38 0.6841 0.4563 0.3690 0.4222 0.6159 0.7001 0.4893 0.4199 0.4919 0.7054 39 0.9222 0.7662 0.6633 0.6134 0.6167 0.8293 0.6341 0.5457 0.5641 0.6893 40 0.4894 0.2541 0.1101 0.0574 0.0961 0.6064 0.4885 0.4624 0.5281 0.6856 41 0.6211 0.4246 0.3183 0.3022 0.3763 0.6706 0.5203 0.4571 0.4810 0.5920 11 12 13 14 15 16 17 18 19 20 1 0.3464 0.1899 0.1361 0.1850 0.1656 0.0413 0.0197 0.1147 0.0226 0.1935 2 0.4390 0.2494 0.1919 0.2665 0.2886 0.1030 0.0495 0.2320 0.0505 0.2694 3 1.1376 0.9287 0.7741 0.6736 1.0042 0.7848 0.6195 0.9036 0.6736 0.8357 4 0.3121 0.1350 0.1004 0.2084 0.1601 0.0203 0.0231 0.1402 0.0378 0.2524 5 0.2469 0.1001 0.1015 0.2512 0.1100 0.0038 0.0460 0.1274 0.0620 0.2993 6 1.3504 1.1570 1.0114 0.9135 1.1912 0.9776 0.8117 1.0858 0.8519 1.0340 7 1.2183 1.0724 0.9722 0.9178 1.0145 0.8537 0.7387 0.8599 0.6841 0.7542 8 0.2002 0.0271 0.0171 0.1701 0.1746 0.0557 0.0998 0.2388 0.1741 0.3929 9 0.2271 0.0146 0.0631 0.3726 0.0930 0.0454 0.2588 0.1611 0.2784 0.4314 10 0.5001 0.3092 0.2009 0.1752 0.3403 0.1566 0.0555 0.2894 0.1130 0.3475 11 0.6250 0.4342 0.3268 0.3030 0.4621 0.2648 0.1509 0.3819 0.1780 0.3842 12 0.4495 0.2347 0.1111 0.0789 0.3220 0.1274 0.0240 0.2814 0.1070 0.3278 13 0.2666 0.0813 0.0590 0.1995 0.1512 0.0114 0.0346 0.1745 0.0802 0.3365 14 0.9384 0.7441 0.6147 0.5503 0.7750 0.5641 0.4181 0.6747 0.4472 0.6375 15 1.4387 1.2407 1.0793 0.9546 1.2991 1.0863 0.9101 1.2045 0.9768 1.1549 16 0.7010 0.4975 0.3288 0.1949 0.5981 0.4141 0.2648 0.5435 0.3789 0.5371 17 0.6217 0.4321 0.3083 0.2503 0.4971 0.2977 0.1641 0.4542 0.2450 0.4931 18 0.8380 0.6448 0.4952 0.3892 0.6594 0.4658 0.3159 0.5587 0.3648 0.5359 19 2.0174 1.8456 1.7214 1.6448 1.8331 1.6363 1.4872 1.6912 1.4695 1.5918 20 0.2620 0.0687 0.0309 0.1487 0.1232 0.0098 0.0520 0.1374 0.1040 0.3046 21 1.0182 0.8166 0.6788 0.6049 0.8610 0.6446 0.4921 0.7547 0.5235 0.6992 22 0.1401 0.0286 0.0041 0.0664 0.1384 0.0397 0.0280 0.2139 0.1280 0.3665 23 1.6086 1.4174 1.2874 1.2185 1.4564 1.2377 1.0801 1.3478 1.1014 1.2826 24 0.6470 0.4413 0.2776 0.1560 0.5633 0.3678 0.2143 0.5079 0.3225 0.4806 25 0.8468 0.6466 0.5069 0.4275 0.6830 0.4747 0.3269 0.5833 0.3669 0.5477 26 0.7636 0.5579 0.4114 0.3241 0.6318 0.4197 0.2668 0.5597 0.3413 0.5473 27 -2.5866 -2.7699 -2.9260 -3.0549 -2.7432 -2.9625 -3.1547 -2.8796 -3.1350 -2.9958 28 0.2584 0.0894 0.0217 0.0552 0.2583 0.1109 0.0648 0.2878 0.1621 0.3472 29 0.2328 0.0800 0.0918 0.2684 0.0814 0.0002 0.0838 0.1066 0.0971 0.3083 30 11.1895 10.9997 10.8423 10.7172 11.0346 10.8158 10.6294 10.9115 10.6638 10.8203 31 0.7073 0.5034 0.3697 0.3064 0.5659 0.3541 0.2126 0.4939 0.2742 0.4912 32 1.1756 0.9909 0.8636 0.7938 1.0383 0.8306 0.6805 0.9491 0.7185 0.9080 33 1.4504 1.2795 1.1487 1.0579 1.2643 1.0729 0.9215 1.1381 0.9261 1.0718 34 0.3694 0.1996 0.0861 0.0291 0.2641 0.1204 0.0330 0.2445 0.1269 0.3107 35 0.2417 0.0906 0.1332 0.3695 0.0508 0.0083 0.1594 0.0584 0.1243 0.2644 36 0.1107 0.0029 0.0588 0.2784 0.1137 0.0568 0.1636 0.2165 0.2105 0.4192 37 0.3808 0.2090 0.1139 0.0953 0.2222 0.0773 0.0089 0.1973 0.0792 0.3062 38 0.3673 0.1750 0.1232 0.2119 0.1919 0.0351 0.0188 0.1580 0.0367 0.2656 39 0.6191 0.4619 0.3579 0.3069 0.4227 0.2645 0.1593 0.3332 0.1738 0.3505 40 0.3198 0.1246 0.0207 0.0082 0.2420 0.0869 0.0231 0.2560 0.1410 0.3619 41 0.3992 0.2181 0.1272 0.1265 0.2644 0.0987 0.0232 0.2166 0.0663 0.2560 RESIDUALS DSQ - SHAT 1 2 3 4 5 6 7 8 9 10 1 0.2770 0.4195 0.9711 0.2246 0.2054 1.2450 1.0959 0.1681 0.2302 0.4326 2 0.3283 0.4289 0.8902 0.3620 0.3349 1.1485 1.0439 0.2358 0.3232 0.3532 3 0.2823 0.3673 0.9809 0.2461 0.2559 1.1382 1.0376 0.1716 0.2852 0.3959 4 0.1789 0.3973 1.0475 0.2728 0.2460 1.2523 1.0771 0.2704 0.1555 0.4025 5 0.2183 0.3970 0.9335 0.3101 0.3844 1.1841 1.0834 0.2795 0.3652 0.3730 6 0.2656 0.3751 1.0289 0.2602 0.3281 1.2349 1.0743 0.2624 0.3282 0.4373 7 0.2926 0.4235 0.9843 0.4227 0.3089 1.1727 1.0039 0.2669 0.2644 0.3098 8 0.2894 0.4036 0.9725 0.2335 0.2064 1.1642 1.0221 0.1927 0.3244 0.4496 9 0.4161 0.3963 0.9935 0.2204 0.2187 1.2094 1.0893 0.2082 0.1947 0.4609 10 0.4726 0.4424 1.0081 0.4714 0.3457 1.2316 1.0476 0.3557 0.4240 0.4624 11 0.4064 0.4187 0.9615 0.4243 0.3896 1.1471 1.0406 0.5584 0.4034 0.5199 12 0.3699 0.4321 1.0266 0.4670 0.4805 1.2605 1.0526 0.3010 0.3870 0.4872 13 0.3561 0.3746 1.0284 0.1686 0.2441 1.2299 1.0315 0.2910 0.3963 0.4580 14 0.4850 0.4492 0.9279 0.4086 0.3146 1.2088 1.0561 0.2755 0.3139 0.5510 15 0.2656 0.3900 0.9064 0.3162 0.4111 1.2180 1.1528 0.1535 0.3478 0.4788 16 0.3413 0.4480 1.0391 0.3963 0.1861 1.2728 1.0710 0.3718 0.3394 0.4138 17 0.3597 0.4351 0.9913 0.3112 0.2282 1.1837 1.0349 0.2052 0.3176 0.3918 18 0.0947 0.4147 0.8840 0.2084 0.3493 1.2276 1.1166 0.2178 0.2199 0.3092 19 0.3626 0.3549 1.0062 0.3258 0.3235 1.1471 1.0594 0.2373 0.2196 0.3701 20 -0.0265 0.3709 0.9335 0.1887 0.3627 1.1759 1.0504 0.2453 0.2943 0.4069 11 12 13 14 15 16 17 18 19 20 1 0.4981 0.3234 0.2610 0.7909 1.2922 0.5099 0.5245 0.7044 1.8731 0.2448 2 0.4705 0.3689 0.2699 0.7706 1.2259 0.5284 0.5470 0.6757 1.8044 0.2188 3 0.4873 0.3854 0.2819 0.7759 1.2351 0.5415 0.4735 0.6086 1.8224 0.3071 4 0.5093 0.2528 0.2972 0.8069 1.2421 0.5895 0.4658 0.7083 1.8880 0.2213 5 0.5363 0.3717 0.2756 0.8241 1.2857 0.5515 0.6048 0.6875 1.8839 0.2497 6 0.5662 0.4150 0.3552 0.8631 1.3033 0.5569 0.5332 0.7259 1.9047 0.2605 7 0.4491 0.3474 0.3141 0.7556 1.2565 0.5553 0.5398 0.6298 1.8235 0.2477 8 0.4537 0.3668 0.2919 0.7506 1.2157 0.5214 0.4663 0.6936 1.7847 0.3056 9 0.5802 0.3530 0.2487 0.8481 1.2977 0.5358 0.5554 0.7122 1.8666 0.3105 10 0.5933 0.4261 0.4239 0.8119 1.3469 0.5179 0.6048 0.7266 1.8737 0.4273 11 0.6838 0.2692 0.3265 0.8400 1.2634 0.5601 0.6014 0.6122 1.8416 0.3238 12 0.6105 0.4150 0.4208 0.8819 1.3770 0.5578 0.6141 0.7474 1.9042 0.2953 13 0.5424 0.4517 0.3585 0.8313 1.3325 0.5099 0.5713 0.7210 1.8582 0.2576 14 0.5578 0.3393 0.3393 0.8063 1.2857 0.4566 0.5133 0.6151 1.8207 0.1693 15 0.5209 0.3420 0.2910 0.8341 1.3186 0.5377 0.5578 0.6389 1.8917 0.2262 16 0.5587 0.4278 0.3509 0.8594 1.3395 0.5147 0.6416 0.7738 1.9294 0.3601 17 0.5233 0.3646 0.3341 0.7922 1.2801 0.6070 0.5080 0.7060 1.8193 0.4435 18 0.5191 0.2614 0.2344 0.7731 1.2240 0.5233 0.4744 0.6614 1.9061 0.0344 19 0.5111 0.3674 0.2599 0.7425 1.2300 0.5198 0.5485 0.7139 1.8407 0.4131 20 0.4430 0.2677 0.2366 0.8541 1.2133 0.5975 0.4728 0.5564 1.8458 -0.0868 21 22 23 24 25 26 27 28 29 30 1 0.8961 0.0867 1.4727 0.4676 0.7441 0.6230 -2.7446 0.2242 0.2219 11.0448 2 0.7870 0.2736 1.4261 0.5236 0.6303 0.6190 -2.8130 0.3541 0.3562 10.9620 3 0.8582 0.1585 1.4016 0.5051 0.6942 0.5570 -2.7755 0.1846 0.2167 10.9895 4 0.8767 0.1302 1.4773 0.4510 0.6621 0.6323 -2.7896 0.3168 0.2020 11.0494 5 0.8813 0.1500 1.4972 0.4778 0.7295 0.6106 -2.7371 0.2697 0.3918 11.0247 6 0.9146 0.2062 1.4903 0.5259 0.7376 0.6574 -2.7502 0.1841 0.1716 11.0411 7 0.8499 0.3084 1.4437 0.4709 0.6601 0.6101 -2.7919 0.3226 0.4270 10.9931 8 0.8360 0.2154 1.4016 0.4829 0.6467 0.5835 -2.8135 0.1703 0.2209 11.0160 9 0.8730 0.2386 1.4811 0.5620 0.6975 0.6165 -2.7361 0.3282 0.1915 10.9928 10 0.9220 0.3778 1.5259 0.4750 0.7733 0.7092 -2.7568 0.2754 0.4184 11.0404 11 0.8434 0.3190 1.5501 0.4723 0.6727 0.6660 -2.7638 0.3546 0.4920 11.0140 12 0.9914 0.3632 1.5540 0.4995 0.7464 0.6946 -2.7502 0.0654 0.3790 11.0192 13 0.8924 0.2997 1.5020 0.5301 0.7632 0.7044 -2.7488 0.1178 0.1915 11.0569 14 0.8573 0.2454 1.4721 0.5250 0.6838 0.6953 -2.7989 0.1514 0.2485 10.9708 15 0.8804 0.0450 1.5150 0.4663 0.7436 0.6514 -2.7629 0.1942 0.3007 10.9760 16 0.9359 0.2965 1.5303 0.5037 0.7702 0.6346 -2.6672 0.4875 0.3790 11.1084 17 0.8610 0.3626 1.4507 0.5056 0.7006 0.5990 -2.7807 0.3212 0.3031 11.0000 18 0.8518 -0.1129 1.4453 0.4496 0.7613 0.6574 -2.7811 0.1837 0.1664 11.0480 19 0.8536 0.1903 1.4331 0.4584 0.6624 0.5953 -2.8004 0.3384 0.3562 10.9954 20 0.8351 0.0398 1.4581 0.5000 0.6084 0.5669 -2.7793 0.0827 0.2086 10.9959 31 32 33 34 35 36 37 38 39 40 1 0.5399 1.0509 1.3276 0.2113 0.2931 0.1447 0.2448 0.3478 0.5360 0.2662 2 0.5827 1.0842 1.2549 0.3029 0.2720 0.3213 0.2921 0.2783 0.4206 0.3150 3 0.5366 1.0969 1.2610 0.2866 0.2458 0.1167 0.2111 0.3888 0.4397 0.2116 4 0.6404 1.0890 1.2296 0.2856 0.1748 0.2016 0.2067 0.3233 0.4711 0.2807 5 0.5756 1.0605 1.3159 0.2178 0.4565 0.3662 0.3199 0.3588 0.5150 0.3193 6 0.6432 1.0685 1.3313 0.3286 0.2089 0.2355 0.3238 0.3243 0.5244 0.2614 7 0.5893 1.0712 1.2433 0.3205 0.2672 0.3133 0.3024 0.3904 0.4511 0.2652 8 0.5252 1.0049 1.2929 0.3570 0.2458 0.1556 0.2506 0.3210 0.4847 0.2797 9 0.5702 1.0648 1.2860 0.3560 0.1843 0.1816 0.2916 0.3139 0.5031 0.3454 10 0.6448 1.0558 1.3779 0.4407 0.3609 0.3912 0.4664 0.4087 0.6689 0.3000 11 0.6476 1.0995 1.2368 0.3078 0.5000 0.4671 0.5674 0.3871 0.5987 0.2589 12 0.6427 0.7587 1.4155 0.3433 0.3489 0.4012 0.5186 0.3926 0.6449 0.3073 13 0.5887 1.1387 1.3623 0.3941 0.2325 0.2475 0.4644 0.3408 0.5815 0.2034 14 0.6050 0.9908 1.3104 0.2139 0.2303 0.1317 0.4459 0.3108 0.5305 0.1096 15 0.5858 1.0792 1.3225 0.1204 0.4284 0.1766 0.2038 0.3700 0.5244 0.2217 16 0.6527 1.1447 1.3641 0.3873 0.3064 0.3293 0.3048 0.3318 0.6100 0.4319 17 0.5907 1.0335 1.2905 0.4231 0.2190 0.3104 0.2775 0.3946 0.5455 0.4087 18 0.5934 1.1461 1.2740 -0.0224 0.3168 0.2375 0.3019 0.2965 0.4348 0.1140 19 0.5329 1.1106 1.2563 0.4759 0.3430 0.2734 0.2248 0.3729 0.4787 0.3237 20 0.5907 0.9880 1.2077 -0.0384 0.2843 0.1467 0.2467 0.2853 0.3301 0.1386 41 1 0.3065 2 0.3136 3 0.2909 4 0.3041 5 0.3393 6 0.3370 7 0.3212 8 0.2939 9 0.3257 10 0.3965 11 0.3814 12 0.3849 13 0.3462 14 0.3199 15 0.3203 16 0.3862 17 0.3406 18 0.2747 19 0.3250 20 0.2517 PREFMAP TEST DATA DELBEKE DATA females STIMULUS SPACE DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 5.00 ! 5 ! 100 4.80 ! ! 96 4.60 ! ! 92 4.40 ! ! 88 4.20 ! 4 14 ! 84 4.00 ! ! 80 3.80 ! ! 76 3.60 ! ! 72 3.40 ! ! 68 3.20 ! 3 13 17 ! 64 3.00 ! ! 60 2.80 ! ! 56 2.60 ! ! 52 2.40 ! ! 48 2.20 ! 2 12 16 19 ! 44 2.00 ! ! 40 1.80 ! ! 36 1.60 ! ! 32 1.40 ! ! 28 1.20 ! 1 11 15 18 20 ! 24 1.00 ! ! 20 0.80 ! ! 16 0.60 ! ! 12 0.40 ! ! 8 0.20 ! 6 7 8 9 10 ! 4 DIMENSION 1 + -0.20 ! ! -4 -0.40 ! ! -8 -0.60 ! ! -12 -0.80 ! ! -16 -1.00 ! ! -20 -1.20 ! ! -24 -1.40 ! ! -28 -1.60 ! ! -32 -1.80 ! ! -36 -2.00 ! ! -40 -2.20 ! ! -44 -2.40 ! ! -48 -2.60 ! ! -52 -2.80 ! ! -56 -3.00 ! ! -60 -3.20 ! ! -64 -3.40 ! ! -68 -3.60 ! ! -72 -3.80 ! ! -76 -4.00 ! ! -80 -4.20 ! ! -84 -4.40 ! ! -88 -4.60 ! ! -92 -4.80 ! ! -96 -5.00 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -5.00-4.50-4.00-3.50-3.00-2.50-2.00-1.50-1.00-0.50 * 0.50 1.00 1.50 2.00 2.50 3.00 3.50 4.00 4.50 5.00 PREFMAP TEST DATA DELBEKE DATA females SUBJECT SPACE DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 60.43 ! 30 ! 100 58.01 ! ! 96 55.60 ! ! 92 53.18 ! ! 88 50.76 ! ! 84 48.35 ! ! 80 45.93 ! ! 76 43.51 ! ! 72 41.09 ! ! 68 38.68 ! ! 64 36.26 ! ! 60 33.84 ! ! 56 31.42 ! ! 52 29.01 ! ! 48 26.59 ! ! 44 24.17 ! ! 40 21.76 ! ! 36 19.34 ! ! 32 16.92 ! ! 28 14.50 ! ! 24 12.09 ! 19 ! 20 9.67 ! 16 33 ! 16 7.25 ! 24 26 32 ! 12 4.83 ! 28 41 31 ! 8 2.42 ! 36 ! 4 DIMENSION 1 + -2.42 ! ! -4 -4.83 ! ! -8 -7.25 ! ! -12 -9.67 ! ! -16 -12.09 ! ! -20 -14.50 ! 27 ! -24 -16.92 ! ! -28 -19.34 ! ! -32 -21.76 ! ! -36 -24.17 ! ! -40 -26.59 ! ! -44 -29.01 ! ! -48 -31.42 ! ! -52 -33.84 ! ! -56 -36.26 ! ! -60 -38.68 ! ! -64 -41.09 ! ! -68 -43.51 ! ! -72 -45.93 ! ! -76 -48.35 ! ! -80 -50.76 ! ! -84 -53.18 ! ! -88 -55.60 ! ! -92 -58.01 ! ! -96 -60.43 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -60.43 -48.35 -36.26 -24.17 -12.09 * 12.09 24.17 36.26 48.35 60.43 -54.39 -42.30 -30.22 -18.13 -6.04 6.04 18.13 30.22 42.30 54.39 POINT 41 OVERLAYS POINT(S) 40 39 38 37 34 22 17 12 10 8 2 1 POINT 36 OVERLAYS POINT(S) 35 29 20 13 9 5 4 POINT 33 OVERLAYS POINT(S) 23 15 6 POINT 32 OVERLAYS POINT(S) 7 3 POINT 31 OVERLAYS POINT(S) 11 POINT 26 OVERLAYS POINT(S) 25 21 18 14 SUBJECT 41 IS THE AVERAGE SUBJECT PREFMAP TEST DATA DELBEKE DATA females JOINT SUBJECT AND STIMULUS SPACE DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 60.43 ! 50 ! 100 58.01 ! ! 96 55.60 ! ! 92 53.18 ! ! 88 50.76 ! ! 84 48.35 ! ! 80 45.93 ! ! 76 43.51 ! ! 72 41.09 ! ! 68 38.68 ! ! 64 36.26 ! ! 60 33.84 ! ! 56 31.42 ! ! 52 29.01 ! ! 48 26.59 ! ! 44 24.17 ! ! 40 21.76 ! ! 36 19.34 ! ! 32 16.92 ! ! 28 14.50 ! ! 24 12.09 ! 39 ! 20 9.67 ! 36 53 ! 16 7.25 ! 44 46 52 ! 12 4.83 ! 48 61 51 ! 8 2.42 ! 56 20 ! 4 DIMENSION 1 + -2.42 ! 8 10 ! -4 -4.83 ! ! -8 -7.25 ! ! -12 -9.67 ! ! -16 -12.09 ! ! -20 -14.50 ! 47 ! -24 -16.92 ! ! -28 -19.34 ! ! -32 -21.76 ! ! -36 -24.17 ! ! -40 -26.59 ! ! -44 -29.01 ! ! -48 -31.42 ! ! -52 -33.84 ! ! -56 -36.26 ! ! -60 -38.68 ! ! -64 -41.09 ! ! -68 -43.51 ! ! -72 -45.93 ! ! -76 -48.35 ! ! -80 -50.76 ! ! -84 -53.18 ! ! -88 -55.60 ! ! -92 -58.01 ! ! -96 -60.43 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -60.43 -48.35 -36.26 -24.17 -12.09 * 12.09 24.17 36.26 48.35 60.43 -54.39 -42.30 -30.22 -18.13 -6.04 6.04 18.13 30.22 42.30 54.39 POINT 61 OVERLAYS POINT(S) 60 59 58 57 54 42 37 32 30 28 22 21 17 14 13 4 3 POINT 56 OVERLAYS POINT(S) 55 49 40 33 29 25 24 19 18 16 15 12 11 2 1 POINT 53 OVERLAYS POINT(S) 43 35 26 POINT 52 OVERLAYS POINT(S) 27 23 POINT 51 OVERLAYS POINT(S) 31 POINT 46 OVERLAYS POINT(S) 45 41 38 34 POINT 44 OVERLAYS POINT(S) 5 POINT 10 OVERLAYS POINT(S) 9 POINT 8 OVERLAYS POINT(S) 7 6 POINTS 1 TO 20 ARE STIMULI. POINTS 21 TO 61 ARE SUBJECTS. SUBJECT 61 IS THE AVERAGE SUBJECT RUN NAME : PREFMAP TEST DATA TASK NAME : DELBEKE DATA females PHASE 2 ======= CONFIGURATION =- ROWS=DIMENSIONS : COLUMNS=STIMULI 1 2 1 0.1693 -0.1282 2 0.3387 -0.2564 3 0.5080 -0.3847 4 0.6773 -0.5129 5 0.8466 -0.6411 6 0.1530 0.1419 7 0.3060 0.2838 8 0.4590 0.4257 9 0.6120 0.5676 10 0.7650 0.7095 11 0.3223 0.0137 12 0.4917 -0.1145 13 0.6610 -0.2427 14 0.8303 -0.3710 15 0.4753 0.1556 16 0.6447 0.0274 17 0.8140 -0.1008 18 0.6283 0.2975 19 0.7976 0.1693 20 0.7813 0.4394 SUBJECT 1 ========== S (VECTOR OF SCALE VALUES) 0.38000 0.14000 0.10000 0.22000 0.30000 0.34000 0.10000 0.02000 -0.06000 0.06000 -0.06000 -0.18000 -0.22000 -0.30000 -0.10000 -0.30000 -0.34000 0.02000 -0.34000 0.22000 BETA 0.62806 -2.23614 -0.12161 1.33978 1.15607 R (CORRELATION)= 0.84294 DSQ 0.63061 0.43983 0.36388 0.40277 0.55650 0.63151 0.43605 0.34988 0.37299 0.50539 0.35323 0.18979 0.14119 0.20743 0.18512 0.04903 0.02778 0.12630 0.01756 0.17676 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.83452 0.05260 IMPORTANCES OF NEW AXES 1.33978 1.15607 SUBJECT 2 ========== S (VECTOR OF SCALE VALUES) 0.26383 0.06088 0.06088 0.10147 0.30442 0.38559 0.18265 0.14206 0.18265 0.26383 0.02029 -0.18265 -0.18265 -0.18265 -0.10147 -0.34500 -0.38559 -0.18265 -0.30442 -0.10147 BETA 0.62270 -2.22572 -0.05957 1.22055 1.47875 R (CORRELATION)= 0.98647 DSQ 0.70534 0.51402 0.44131 0.48721 0.65173 0.72464 0.55070 0.49346 0.55292 0.72907 0.42413 0.24224 0.17896 0.23430 0.25963 0.08717 0.03332 0.21182 0.04879 0.28070 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.91177 0.02014 IMPORTANCES OF NEW AXES 1.22055 1.47875 SUBJECT 3 ========== S (VECTOR OF SCALE VALUES) 0.33263 0.21523 -0.01957 -0.17610 -0.09783 0.37176 0.29350 0.21523 0.13697 0.09783 0.17610 -0.09783 -0.25436 -0.25436 0.09783 -0.25436 -0.37176 0.01957 -0.33263 -0.09783 BETA 0.59350 -1.46769 0.13176 0.37673 0.73287 R (CORRELATION)= 0.97410 DSQ 1.19283 0.99596 0.84479 0.73933 0.67956 1.25312 1.11799 1.03002 0.98920 0.99553 1.00340 0.79938 0.64107 0.52845 0.86113 0.64996 0.48450 0.76600 0.54769 0.71804 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.94791 -0.08989 IMPORTANCES OF NEW AXES 0.37673 0.73287 SUBJECT 4 ========== S (VECTOR OF SCALE VALUES) 0.37165 0.01979 0.06377 0.10776 0.28368 0.37165 0.01979 0.15174 0.23970 0.19572 -0.11215 -0.33206 -0.06817 -0.20012 -0.15614 -0.37605 -0.28808 -0.06817 -0.28808 0.06377 BETA 0.64300 -2.53786 -0.02400 1.68661 1.36364 R (CORRELATION)= 0.91061 DSQ 0.59891 0.38459 0.31182 0.38060 0.59094 0.63004 0.43917 0.38218 0.45907 0.66984 0.31193 0.13537 0.10037 0.20692 0.15883 0.02004 0.02280 0.13960 0.03858 0.25426 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.75235 0.00880 IMPORTANCES OF NEW AXES 1.68661 1.36364 SUBJECT 5 ========== S (VECTOR OF SCALE VALUES) 0.33287 0.01585 0.05548 0.17436 0.29324 0.21399 0.05548 0.13473 0.25362 0.41213 -0.14266 -0.38043 -0.14266 -0.06340 -0.30117 -0.18229 -0.18229 -0.22191 -0.26154 -0.06340 BETA 0.56004 -2.50302 -0.03999 1.80874 1.51342 R (CORRELATION)= 0.93663 DSQ 0.52425 0.33577 0.30077 0.41925 0.69121 0.55040 0.38022 0.35566 0.47674 0.74344 0.24708 0.09724 0.10089 0.25801 0.11554 0.00435 0.04663 0.12963 0.05708 0.28935 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.69192 0.01321 IMPORTANCES OF NEW AXES 1.80874 1.51342 SUBJECT 6 ========== S (VECTOR OF SCALE VALUES) 0.31824 0.24156 0.12653 -0.06518 -0.02684 0.35659 0.27990 0.20322 0.12653 0.12653 0.20322 -0.10353 -0.21855 -0.29524 -0.02684 -0.29524 -0.37192 -0.14187 -0.29524 -0.14187 BETA 0.58053 -1.43663 0.02067 0.28717 0.97221 R (CORRELATION)= 0.98328 DSQ 1.57518 1.40191 1.27709 1.20069 1.17273 1.60631 1.46834 1.38297 1.35020 1.37003 1.36411 1.17035 1.02502 0.92813 1.20565 0.99138 0.82556 1.09978 0.86502 1.04651 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 2.50136 -0.01063 IMPORTANCES OF NEW AXES 0.28717 0.97221 SUBJECT 7 ========== S (VECTOR OF SCALE VALUES) 0.37523 0.29623 0.21724 0.13824 0.13824 0.33573 0.21724 0.05925 -0.09874 -0.09874 0.17774 0.01975 -0.05925 -0.13824 -0.13824 -0.21724 -0.29623 -0.25673 -0.37523 -0.29623 BETA 0.58574 -1.41966 -0.31621 0.31083 0.85279 R (CORRELATION)= 0.98868 DSQ 1.47343 1.34238 1.25719 1.21787 1.22441 1.41272 1.22398 1.08415 0.99321 0.95118 1.22087 1.07490 0.97478 0.92053 1.01722 0.85631 0.74127 0.86245 0.68662 0.75659 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 2.28368 0.18540 IMPORTANCES OF NEW AXES 0.31083 0.85279 SUBJECT 8 ========== S (VECTOR OF SCALE VALUES) 0.14751 -0.14751 -0.14751 -0.14751 0.10536 0.27394 0.18965 0.27394 0.35823 0.40038 -0.35823 -0.27394 -0.27394 -0.10536 0.02107 -0.31609 -0.10536 0.02107 -0.06322 0.14751 BETA 0.47689 -2.30522 0.34381 1.89825 0.96640 R (CORRELATION)= 0.90199 DSQ 0.36633 0.14285 0.06000 0.11778 0.31619 0.49043 0.37821 0.39378 0.53714 0.80829 0.18951 0.02922 0.00956 0.13053 0.14048 0.04338 0.08690 0.21924 0.18532 0.42579 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.60720 -0.17788 IMPORTANCES OF NEW AXES 1.89825 0.96640 SUBJECT 9 ========== S (VECTOR OF SCALE VALUES) 0.33314 -0.13718 -0.21556 0.05879 0.25476 0.37233 0.13718 -0.01960 0.21556 0.29395 -0.17637 -0.37233 -0.33314 0.05879 -0.25476 -0.29395 -0.05879 -0.05879 0.05879 0.13718 BETA 0.90887 -4.32588 0.16426 3.87982 0.89340 R (CORRELATION)= 0.94395 DSQ 0.58573 0.20996 0.08606 0.21401 0.59383 0.68363 0.37152 0.27703 0.40016 0.74091 0.22452 0.01727 0.06188 0.35835 0.08093 0.04220 0.25532 0.15496 0.28474 0.44660 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.55748 -0.09193 IMPORTANCES OF NEW AXES 3.87982 0.89340 SUBJECT 10 ========== S (VECTOR OF SCALE VALUES) 0.33625 0.21758 0.05934 0.01978 0.09890 0.33625 0.29670 0.09890 0.13846 0.29670 -0.01978 -0.17802 -0.25714 -0.37581 -0.13846 -0.25714 -0.33625 -0.01978 -0.25714 -0.05934 BETA 0.61099 -1.95456 0.06052 0.91679 1.21757 R (CORRELATION)= 0.95763 DSQ 0.75009 0.55028 0.44307 0.42847 0.50648 0.79803 0.64552 0.58496 0.61636 0.73971 0.50881 0.31219 0.20818 0.19678 0.35949 0.16607 0.06525 0.30212 0.11190 0.33672 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.06598 -0.02485 IMPORTANCES OF NEW AXES 0.91679 1.21757 SUBJECT 11 ========== S (VECTOR OF SCALE VALUES) 0.37233 0.21556 0.09798 0.05879 0.09798 0.33314 0.29395 0.21556 0.09798 0.17637 -0.05879 -0.17637 -0.21556 -0.25476 -0.05879 -0.29395 -0.37233 -0.13718 -0.33314 -0.05879 BETA 0.60875 -1.83477 -0.01917 0.74019 1.22443 R (CORRELATION)= 0.96586 DSQ 0.87020 0.68604 0.58458 0.56582 0.62977 0.89562 0.73813 0.66461 0.67506 0.76947 0.62255 0.43218 0.32451 0.29955 0.45886 0.26228 0.14841 0.37913 0.17635 0.38337 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.23939 0.00783 IMPORTANCES OF NEW AXES 0.74019 1.22443 SUBJECT 12 ========== S (VECTOR OF SCALE VALUES) 0.34055 0.06010 -0.10016 -0.02003 -0.10016 0.34055 0.26042 0.18029 0.22035 0.26042 0.18029 -0.18029 -0.34055 -0.26042 -0.02003 -0.30048 -0.34055 0.02003 -0.26042 0.06010 BETA 0.63446 -2.02659 0.22300 1.05086 0.94065 R (CORRELATION)= 0.96730 DSQ 0.66413 0.42917 0.28539 0.23280 0.27140 0.75541 0.60762 0.54690 0.57327 0.68671 0.44948 0.23473 0.11117 0.07879 0.32190 0.12737 0.02403 0.28140 0.10709 0.32798 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.96425 -0.11853 IMPORTANCES OF NEW AXES 1.05086 0.94065 SUBJECT 13 ========== S (VECTOR OF SCALE VALUES) 0.25958 0.01997 -0.05990 0.01997 0.29952 0.25958 0.13978 0.13978 0.29952 0.37939 -0.05990 -0.33946 -0.29952 -0.13978 -0.13978 -0.33946 -0.29952 -0.05990 -0.17971 0.09984 BETA 0.61399 -2.66230 0.11918 1.92552 1.43214 R (CORRELATION)= 0.97003 DSQ 0.53540 0.30557 0.23325 0.31844 0.56113 0.60623 0.43756 0.41670 0.54367 0.81847 0.26655 0.08438 0.05971 0.19255 0.14553 0.01101 0.03400 0.17233 0.08546 0.34695 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.69132 -0.04161 IMPORTANCES OF NEW AXES 1.92552 1.43214 SUBJECT 14 ========== S (VECTOR OF SCALE VALUES) 0.37406 0.21656 0.09844 0.01969 0.01969 0.33469 0.29531 0.21656 0.09844 0.17719 0.09844 -0.13781 -0.21656 -0.25594 -0.05906 -0.29531 -0.37406 -0.09844 -0.29531 -0.21656 BETA 0.60009 -1.61665 -0.01234 0.46882 1.10183 R (CORRELATION)= 0.98388 DSQ 1.15311 0.97561 0.86123 0.80996 0.82180 1.17778 1.02817 0.94489 0.92793 0.97729 0.92137 0.72807 0.59789 0.53081 0.75596 0.54686 0.40087 0.65687 0.43197 0.62411 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.72416 0.00560 IMPORTANCES OF NEW AXES 0.46882 1.10183 SUBJECT 15 ========== S (VECTOR OF SCALE VALUES) 0.33111 0.21425 0.05843 -0.05843 -0.17530 0.37007 0.29216 0.25320 0.13634 0.09739 0.17530 -0.13634 -0.25320 -0.33111 -0.01948 -0.25320 -0.37007 -0.01948 -0.25320 -0.05843 BETA 0.56190 -1.32688 0.12997 0.23477 0.76325 R (CORRELATION)= 0.97758 DSQ 1.65829 1.47478 1.32983 1.22345 1.15561 1.71665 1.59468 1.51445 1.47594 1.47916 1.47898 1.27986 1.11930 0.99731 1.34140 1.12667 0.95051 1.24555 1.01521 1.19143 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 2.82591 -0.08514 IMPORTANCES OF NEW AXES 0.23477 0.76325 SUBJECT 16 ========== S (VECTOR OF SCALE VALUES) 0.34220 0.10065 -0.10065 -0.30194 -0.38246 0.38246 0.26168 0.22142 0.18116 0.22142 0.14090 -0.06039 -0.18116 -0.26168 0.06039 -0.10065 -0.34220 0.02013 -0.14090 -0.06039 BETA 0.56073 -1.42771 0.34290 0.54177 0.30486 R (CORRELATION)= 0.98734 DSQ 0.77186 0.54777 0.36478 0.22288 0.12207 0.88607 0.77276 0.69709 0.65905 0.65866 0.63788 0.43077 0.26476 0.13984 0.54154 0.35141 0.20238 0.48284 0.30969 0.46179 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.31764 -0.56239 IMPORTANCES OF NEW AXES 0.54177 0.30486 SUBJECT 17 ========== S (VECTOR OF SCALE VALUES) 0.30342 0.10114 0.06068 0.02023 -0.10114 0.34387 0.22251 0.26296 0.22251 0.30342 0.02023 -0.18205 -0.26296 -0.26296 -0.06068 -0.34387 -0.34387 -0.02023 -0.30342 0.02023 BETA 0.52499 -1.57142 0.16234 0.57764 1.14683 R (CORRELATION)= 0.97088 DSQ 0.82298 0.64233 0.53251 0.49352 0.52536 0.89370 0.78616 0.75185 0.79077 0.90293 0.63041 0.43795 0.31633 0.26554 0.51107 0.30681 0.17338 0.46496 0.24889 0.49208 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.36020 -0.07078 IMPORTANCES OF NEW AXES 0.57764 1.14683 SUBJECT 18 ========== S (VECTOR OF SCALE VALUES) 0.39012 0.22586 0.14373 -0.06160 -0.10266 0.34905 0.26692 0.10266 0.06160 0.10266 0.22586 -0.10266 -0.22586 -0.22586 0.02053 -0.30799 -0.39012 -0.10266 -0.34905 -0.02053 BETA 0.63134 -1.62995 0.02344 0.49179 0.84492 R (CORRELATION)= 0.96589 DSQ 1.09969 0.90466 0.76561 0.68255 0.65547 1.13317 0.97270 0.86928 0.82291 0.83360 0.87690 0.67660 0.53229 0.44396 0.71116 0.50560 0.35603 0.60248 0.39165 0.55084 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.65715 -0.01387 IMPORTANCES OF NEW AXES 0.49179 0.84492 SUBJECT 19 ========== S (VECTOR OF SCALE VALUES) 0.37120 0.29305 0.17583 0.05861 0.05861 0.33212 0.25398 0.17583 0.01954 -0.01954 0.17583 -0.05861 -0.13676 -0.17583 -0.05861 -0.29305 -0.33212 -0.21490 -0.37120 -0.25398 BETA 0.58522 -1.38811 -0.17889 0.21800 0.95588 R (CORRELATION)= 0.98482 DSQ 2.02794 1.88173 1.77944 1.72109 1.70666 2.00467 1.83997 1.72396 1.65666 1.63806 1.79104 1.62134 1.49556 1.41372 1.60284 1.40965 1.26039 1.46335 1.24667 1.37256 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 3.18378 0.09358 IMPORTANCES OF NEW AXES 0.21800 0.95588 SUBJECT 20 ========== S (VECTOR OF SCALE VALUES) 0.30903 0.06181 -0.14421 -0.02060 0.14421 0.35024 0.14421 0.02060 0.10301 0.22662 -0.06181 -0.22662 -0.22662 -0.02060 -0.10301 -0.35024 -0.39144 0.10301 -0.30903 0.39144 BETA 0.71346 -2.93255 0.14197 2.21687 1.01410 R (CORRELATION)= 0.84083 DSQ 0.54026 0.26619 0.15259 0.19946 0.40680 0.61858 0.40700 0.34004 0.41771 0.64000 0.26201 0.06590 0.03026 0.15510 0.12838 0.01024 0.05256 0.13939 0.09920 0.29502 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.66142 -0.07000 IMPORTANCES OF NEW AXES 2.21687 1.01410 SUBJECT 21 ========== S (VECTOR OF SCALE VALUES) 0.33011 0.25244 0.05826 -0.01942 -0.01942 0.36895 0.29128 0.21360 0.13593 0.09709 0.17477 -0.17477 -0.21360 -0.25244 -0.01942 -0.29128 -0.36895 -0.09709 -0.33011 -0.13593 BETA 0.61078 -1.59704 0.01927 0.44904 0.98252 R (CORRELATION)= 0.98071 DSQ 1.17621 0.99040 0.86264 0.79294 0.78129 1.20877 1.05805 0.96793 0.93839 0.96945 0.95241 0.75411 0.61387 0.53168 0.78921 0.57842 0.42569 0.68660 0.46332 0.64458 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.77827 -0.00981 IMPORTANCES OF NEW AXES 0.44904 0.98252 SUBJECT 22 ========== S (VECTOR OF SCALE VALUES) 0.13226 -0.17895 -0.10114 -0.02334 0.09336 0.13226 0.01556 0.17117 0.28787 0.36567 -0.17895 -0.33455 -0.29565 -0.17895 0.09336 -0.25675 -0.33455 0.32677 -0.06224 0.32677 BETA 0.22437 -1.22677 0.33242 0.92983 0.94354 R (CORRELATION)= 0.83231 DSQ 0.22573 0.10190 0.06241 0.10727 0.23647 0.33416 0.31593 0.37924 0.52408 0.75045 0.13982 0.02983 0.00419 0.06288 0.13544 0.03929 0.02749 0.21259 0.13029 0.37127 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.65967 -0.17615 IMPORTANCES OF NEW AXES 0.92983 0.94354 SUBJECT 23 ========== S (VECTOR OF SCALE VALUES) 0.33162 0.21458 0.13655 0.01951 0.01951 0.37063 0.29260 0.25359 0.13655 0.09753 0.05852 -0.13655 -0.21458 -0.25359 -0.05852 -0.29260 -0.37063 -0.09753 -0.33162 -0.17556 BETA 0.56554 -1.44076 -0.02010 0.29679 1.08745 R (CORRELATION)= 0.97844 DSQ 1.53360 1.37138 1.26193 1.20526 1.20136 1.55416 1.41741 1.33835 1.31699 1.35331 1.31497 1.12855 0.99491 0.91404 1.15402 0.94341 0.78558 1.05077 0.81597 1.00521 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 2.42720 0.00924 IMPORTANCES OF NEW AXES 0.29679 1.08745 SUBJECT 24 ========== S (VECTOR OF SCALE VALUES) 0.29128 0.01942 -0.13593 -0.21360 -0.33011 0.36895 0.33011 0.25244 0.13593 0.21360 0.17477 -0.05826 -0.25244 -0.36895 0.09709 -0.13593 -0.29128 0.05826 -0.13593 -0.01942 BETA 0.53082 -1.33393 0.35917 0.46614 0.33727 R (CORRELATION)= 0.99066 DSQ 0.79691 0.58172 0.40434 0.26479 0.16305 0.91451 0.81450 0.74990 0.72070 0.72691 0.67337 0.47006 0.30457 0.17689 0.58524 0.39381 0.24019 0.53252 0.35296 0.51520 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.43082 -0.53246 IMPORTANCES OF NEW AXES 0.46614 0.33727 SUBJECT 25 ========== S (VECTOR OF SCALE VALUES) 0.33069 0.25242 0.05675 0.01761 -0.06066 0.36982 0.29155 0.21328 0.13501 0.09588 0.17415 -0.09979 -0.25633 -0.25633 -0.06066 -0.29547 -0.37373 -0.17806 -0.29547 -0.06066 BETA 0.62174 -1.65470 0.02953 0.51454 0.96281 R (CORRELATION)= 0.97592 DSQ 1.07717 0.88494 0.75387 0.68397 0.67523 1.11302 0.95835 0.86653 0.83759 0.87151 0.85125 0.65065 0.51120 0.43292 0.68820 0.47922 0.33140 0.58801 0.37065 0.55069 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.60795 -0.01533 IMPORTANCES OF NEW AXES 0.51454 0.96281 SUBJECT 26 ========== S (VECTOR OF SCALE VALUES) 0.33212 0.13676 0.05861 -0.09768 -0.09768 0.37120 0.29305 0.25398 0.21490 0.17583 0.09768 -0.13676 -0.29305 -0.37120 -0.01954 -0.21490 -0.33212 -0.09768 -0.25398 -0.01954 BETA 0.58005 -1.57060 0.17002 0.51169 0.89996 R (CORRELATION)= 0.98083 DSQ 0.95497 0.75562 0.61521 0.53372 0.51117 1.02718 0.90131 0.83564 0.83017 0.88491 0.76266 0.55708 0.41043 0.32271 0.63056 0.41874 0.26585 0.55865 0.34059 0.54695 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.53473 -0.09446 IMPORTANCES OF NEW AXES 0.51169 0.89996 SUBJECT 27 ========== S (VECTOR OF SCALE VALUES) 0.33469 0.25594 0.09844 0.01969 -0.09844 0.37406 0.29531 0.21656 0.05906 0.01969 0.17719 -0.01969 -0.17719 -0.25594 0.01969 -0.29531 -0.37406 -0.09844 -0.33469 -0.21656 BETA 0.53950 -1.08641 -0.03612 -0.08374 0.81550 R (CORRELATION)= 0.98832 DSQ -3.69139 -3.83771 -3.96201 -4.06430 -4.14457 -3.67995 -3.80791 -3.90695 -3.97706 -4.01825 -3.88229 -4.06262 -4.22093 -4.35724 -4.04427 -4.25861 -4.45094 -4.17732 -4.42567 -4.28144 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES -6.48645 0.02215 IMPORTANCES OF NEW AXES -0.08374 0.81550 SUBJECT 28 ========== S (VECTOR OF SCALE VALUES) 0.06411 -0.25645 -0.17631 -0.29652 -0.13624 0.34461 0.18432 0.34461 0.22440 0.34461 -0.09617 0.02404 -0.09617 -0.09617 0.06411 -0.37666 -0.25645 0.10418 -0.17631 0.26447 BETA 0.37101 -1.46094 0.42739 1.01192 0.57961 R (CORRELATION)= 0.86203 DSQ 0.34246 0.15590 0.04644 0.01406 0.05876 0.47858 0.42179 0.43571 0.52035 0.67571 0.24628 0.09107 0.01294 0.01190 0.22083 0.09695 0.05017 0.26609 0.17356 0.38207 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.72187 -0.36869 IMPORTANCES OF NEW AXES 1.01192 0.57961 SUBJECT 29 ========== S (VECTOR OF SCALE VALUES) 0.33892 -0.01994 0.05981 0.17943 0.25917 0.37879 -0.09968 0.05981 0.21930 0.29904 -0.25917 -0.29904 -0.09968 0.01994 -0.21930 -0.37879 -0.21930 -0.05981 -0.25917 0.09968 BETA 0.64330 -2.90694 -0.03694 2.26137 1.35525 R (CORRELATION)= 0.89637 DSQ 0.53408 0.30794 0.25604 0.37838 0.67496 0.56468 0.35536 0.30649 0.41807 0.69010 0.23216 0.07388 0.08983 0.28002 0.09069 0.00026 0.08407 0.10968 0.08710 0.28911 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.64274 0.01363 IMPORTANCES OF NEW AXES 2.26137 1.35525 SUBJECT 30 ========== S (VECTOR OF SCALE VALUES) 0.33162 0.25359 0.09753 -0.05852 -0.09753 0.37063 0.29260 0.17556 0.13655 0.05852 0.17556 -0.01951 -0.21458 -0.25359 0.05852 -0.29260 -0.37063 -0.13655 -0.33162 -0.17556 BETA 0.55620 -1.20592 0.01073 0.04553 0.83514 R (CORRELATION)= 0.98791 DSQ 7.79513 7.63466 7.50426 7.40393 7.33367 7.82057 7.69124 7.59767 7.53987 7.51784 7.60200 7.41350 7.25507 7.12671 7.44463 7.22810 7.04164 7.32304 7.07847 7.23721 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 13.24399 -0.00642 IMPORTANCES OF NEW AXES 0.04553 0.83514 SUBJECT 31 ========== S (VECTOR OF SCALE VALUES) 0.37819 0.13933 0.05971 -0.09952 -0.01990 0.33838 0.25876 0.25876 0.21895 0.21895 0.05971 -0.13933 -0.21895 -0.29857 -0.01990 -0.29857 -0.37819 -0.09952 -0.25876 -0.09952 BETA 0.59192 -1.68379 0.11579 0.60077 1.06230 R (CORRELATION)= 0.98393 DSQ 0.91768 0.72179 0.59528 0.53814 0.55039 0.97722 0.84240 0.77849 0.78549 0.86339 0.70442 0.50100 0.36696 0.30230 0.56207 0.35112 0.20956 0.49063 0.27216 0.49010 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.40136 -0.05450 IMPORTANCES OF NEW AXES 0.60077 1.06230 SUBJECT 32 ========== S (VECTOR OF SCALE VALUES) 0.31017 0.11509 -0.00195 -0.04097 -0.00195 0.34919 0.23214 0.23214 0.15411 0.19313 0.07608 0.23214 -0.27506 -0.19703 -0.04097 -0.31407 -0.35309 -0.19703 -0.39210 -0.07998 BETA 0.53116 -1.38603 0.03794 0.32194 1.03262 R (CORRELATION)= 0.93047 DSQ 1.27880 1.11786 1.00934 0.95322 0.94953 1.31381 1.19212 1.12710 1.11873 1.16703 1.07956 0.89772 0.76830 0.69130 0.93698 0.73425 0.58393 0.85106 0.62743 0.82180 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 2.15262 -0.01837 IMPORTANCES OF NEW AXES 0.32194 1.03262 SUBJECT 33 ========== S (VECTOR OF SCALE VALUES) 0.36895 0.29128 0.17477 0.13593 0.01942 0.33011 0.25244 0.09709 0.05826 -0.01942 0.21360 -0.13593 -0.21360 -0.25244 -0.05826 -0.29128 -0.36895 -0.13593 -0.33011 -0.13593 BETA 0.58035 -1.39978 -0.13293 0.24156 0.96966 R (CORRELATION)= 0.97000 DSQ 1.83525 1.68387 1.57823 1.51832 1.50415 1.82452 1.66704 1.55992 1.50316 1.49676 1.60464 1.43049 1.30208 1.21940 1.42439 1.22747 1.07629 1.29450 1.07481 1.21497 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 2.89733 0.06854 IMPORTANCES OF NEW AXES 0.24156 0.96966 SUBJECT 34 ========== S (VECTOR OF SCALE VALUES) 0.34905 0.06160 -0.06160 -0.14373 -0.10266 0.26692 0.14373 0.06160 0.10266 0.14373 0.06160 -0.14373 -0.30799 -0.18479 0.14373 -0.26692 -0.39012 0.26692 -0.34905 0.34905 BETA 0.50788 -1.59698 0.24077 0.84386 0.62267 R (CORRELATION)= 0.79328 DSQ 0.51198 0.31399 0.18487 0.12460 0.13321 0.60096 0.48767 0.43896 0.45484 0.53530 0.35517 0.17825 0.07018 0.03099 0.26294 0.10708 0.02009 0.23530 0.10051 0.27224 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.94624 -0.19334 IMPORTANCES OF NEW AXES 0.84386 0.62267 SUBJECT 35 ========== S (VECTOR OF SCALE VALUES) 0.33784 0.09937 0.05962 0.25835 0.29810 0.37759 0.01987 -0.05962 0.09937 0.21861 -0.25835 -0.25835 -0.09937 0.13911 -0.37759 -0.29810 -0.05962 -0.25835 -0.21861 -0.01987 BETA 0.77351 -3.48181 -0.18184 2.85986 1.19647 R (CORRELATION)= 0.91860 DSQ 0.60208 0.34083 0.28292 0.42834 0.77710 0.59919 0.31379 0.21047 0.28921 0.55004 0.23925 0.08264 0.12936 0.37943 0.05849 0.00652 0.15788 0.05980 0.11247 0.24319 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.60874 0.07599 IMPORTANCES OF NEW AXES 2.85986 1.19647 SUBJECT 36 ========== S (VECTOR OF SCALE VALUES) 0.06288 -0.27249 -0.06288 0.02096 0.18865 0.14673 0.02096 0.23057 0.35634 0.39826 -0.35634 -0.39826 -0.18865 0.14673 -0.06288 -0.27249 -0.14673 -0.02096 -0.06288 0.27249 BETA 0.30206 -2.01613 0.23902 1.89508 1.08664 R (CORRELATION)= 0.88289 DSQ 0.24954 0.09410 0.08307 0.21644 0.49421 0.34107 0.26525 0.32192 0.51107 0.83270 0.09988 0.00310 0.05071 0.24273 0.08271 0.04458 0.15084 0.19803 0.21854 0.44582 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.53194 -0.10998 IMPORTANCES OF NEW AXES 1.89508 1.08664 SUBJECT 37 ========== S (VECTOR OF SCALE VALUES) 0.42843 0.18244 0.14144 0.10044 0.01845 0.30543 0.14144 0.14144 0.18244 0.22344 -0.18654 -0.30953 -0.35053 -0.35053 0.01845 -0.22754 -0.26854 -0.10454 -0.14554 0.05945 BETA 0.59067 -2.01207 0.08208 1.10649 1.08644 R (CORRELATION)= 0.86149 DSQ 0.61461 0.41214 0.30885 0.30473 0.39978 0.66783 0.51498 0.45768 0.49594 0.62975 0.38399 0.19932 0.11382 0.12750 0.24893 0.08206 0.01436 0.20943 0.06035 0.26548 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.90921 -0.03778 IMPORTANCES OF NEW AXES 1.10649 1.08644 SUBJECT 38 ========== S (VECTOR OF SCALE VALUES) 0.33625 0.17802 -0.01978 0.09890 0.25714 0.37581 0.09890 0.09890 0.17802 0.29670 -0.01978 -0.21758 -0.21758 -0.09890 -0.17802 -0.29670 -0.37581 -0.13846 -0.33625 -0.01978 BETA 0.70098 -2.64996 -0.04118 1.67460 1.44184 R (CORRELATION)= 0.98449 DSQ 0.67693 0.44865 0.36381 0.42240 0.62443 0.70560 0.49902 0.42891 0.49526 0.69809 0.36818 0.17420 0.12366 0.21655 0.19590 0.03622 0.01998 0.16009 0.03471 0.26074 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.79122 0.01428 IMPORTANCES OF NEW AXES 1.67460 1.44184 SUBJECT 39 ========== S (VECTOR OF SCALE VALUES) 0.38623 0.34557 0.22361 0.14230 0.10164 0.30492 0.18295 0.06098 0.06098 0.02033 0.02033 -0.18295 -0.22361 -0.22361 -0.10164 -0.34557 -0.38623 -0.10164 -0.30492 0.02033 BETA 0.58708 -1.68910 -0.14193 0.61777 1.12325 R (CORRELATION)= 0.92211 DSQ 0.92742 0.76814 0.68122 0.66666 0.72446 0.91757 0.75024 0.65707 0.63806 0.69321 0.67707 0.50892 0.41314 0.38971 0.50087 0.32386 0.21921 0.39884 0.21296 0.37096 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.36709 0.06318 IMPORTANCES OF NEW AXES 0.61777 1.12325 SUBJECT 40 ========== S (VECTOR OF SCALE VALUES) 0.22324 -0.06088 -0.10147 -0.22324 -0.22324 0.34500 0.22324 0.18265 0.18265 0.38559 0.06088 -0.18265 -0.18265 -0.10147 0.02029 -0.34500 -0.38559 0.14206 -0.18265 0.22324 BETA 0.54318 -1.94185 0.37973 1.24371 0.70305 R (CORRELATION)= 0.92776 DSQ 0.47897 0.24312 0.10171 0.05474 0.10220 0.60931 0.49591 0.46904 0.52872 0.67494 0.31788 0.12089 0.01834 0.01022 0.24334 0.08521 0.02151 0.25533 0.13606 0.35387 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.78067 -0.27006 IMPORTANCES OF NEW AXES 1.24371 0.70305 AVERAGE SUBJECT =============== S (VECTOR OF SCALE VALUES) 0.31459 0.11101 0.02737 -0.00193 0.03700 0.33359 0.19910 0.16319 0.15532 0.19551 0.01785 -0.16682 -0.21900 -0.19335 -0.05595 -0.28755 -0.31743 -0.05806 -0.25865 0.00421 BETA 0.57993 -1.90427 0.07362 1.00001 1.00000 R (CORRELATION)= 0.98082 DSQ 0.62114 0.42459 0.31826 0.30216 0.37628 0.67056 0.52029 0.45712 0.48103 0.59204 0.39921 0.21808 0.12718 0.12650 0.26437 0.09866 0.02319 0.21662 0.06634 0.25596 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.95213 -0.03681 IMPORTANCES OF NEW AXES 1.00001 1.00000 STIMULI COORDINATES DIMENSION 1 2 STIMULI 1 0.16933 -0.12822 2 0.33866 -0.25644 3 0.50799 -0.38465 4 0.67732 -0.51287 5 0.84664 -0.64109 6 0.15300 0.14191 7 0.30599 0.28381 8 0.45899 0.42572 9 0.61199 0.56762 10 0.76498 0.70953 11 0.32233 0.01369 12 0.49165 -0.11453 13 0.66098 -0.24275 14 0.83031 -0.37097 15 0.47532 0.15559 16 0.64465 0.02737 17 0.81398 -0.10084 18 0.62832 0.29750 19 0.79765 0.16928 20 0.78132 0.43940 COORDINATES OF IDEAL POINTS DIMENSION 1 2 SUBJECTS 1 0.83452 0.05260 2 0.91177 0.02014 3 1.94791 -0.08989 4 0.75235 0.00880 5 0.69192 0.01321 6 2.50136 -0.01063 7 2.28368 0.18540 8 0.60720 -0.17788 9 0.55748 -0.09193 10 1.06598 -0.02485 11 1.23939 0.00783 12 0.96425 -0.11853 13 0.69132 -0.04161 14 1.72416 0.00560 15 2.82591 -0.08514 16 1.31764 -0.56239 17 1.36020 -0.07078 18 1.65715 -0.01387 19 3.18378 0.09358 20 0.66142 -0.07000 21 1.77827 -0.00981 22 0.65967 -0.17615 23 2.42720 0.00924 24 1.43082 -0.53246 25 1.60795 -0.01533 26 1.53473 -0.09446 27 -6.48645 0.02215 28 0.72187 -0.36869 29 0.64274 0.01363 30 13.24399 -0.00642 31 1.40136 -0.05450 32 2.15262 -0.01837 33 2.89733 0.06854 34 0.94624 -0.19334 35 0.60874 0.07599 36 0.53194 -0.10998 37 0.90921 -0.03778 38 0.79122 0.01428 39 1.36709 0.06318 40 0.78067 -0.27006 41 0.95213 -0.03681 SUBJECT 41 IS THE AVERAGE SUBJECT WEIGHTS OF AXES DIMENSION 1 2 SUBJECTS 1 1.33978 1.15607 2 1.22055 1.47875 3 0.37673 0.73287 4 1.68661 1.36364 5 1.80874 1.51342 6 0.28717 0.97221 7 0.31083 0.85279 8 1.89825 0.96640 9 3.87982 0.89340 10 0.91679 1.21757 11 0.74019 1.22443 12 1.05086 0.94065 13 1.92552 1.43214 14 0.46882 1.10183 15 0.23477 0.76325 16 0.54177 0.30486 17 0.57764 1.14683 18 0.49179 0.84492 19 0.21800 0.95588 20 2.21687 1.01410 21 0.44904 0.98252 22 0.92983 0.94354 23 0.29679 1.08745 24 0.46614 0.33727 25 0.51454 0.96281 26 0.51169 0.89996 27 -0.08374 0.81550 28 1.01192 0.57961 29 2.26137 1.35525 30 0.04553 0.83514 31 0.60077 1.06230 32 0.32194 1.03262 33 0.24156 0.96966 34 0.84386 0.62267 35 2.85986 1.19647 36 1.89508 1.08664 37 1.10649 1.08644 38 1.67460 1.44184 39 0.61777 1.12325 40 1.24371 0.70305 41 1.00001 1.00000 SUBJECT 41 IS THE AVERAGE SUBJECT FITTING VALUES 1 2 3 4 5 6 7 8 9 10 1 0.3800 0.2638 0.3326 0.3716 0.3329 0.3182 0.3752 0.1475 0.3331 0.3363 2 0.1400 0.0609 0.2152 0.0198 0.0159 0.2416 0.2962 -0.1475 -0.1372 0.2176 3 0.1000 0.0609 -0.0196 0.0638 0.0555 0.1265 0.2172 -0.1475 -0.2156 0.0593 4 0.2200 0.1015 -0.1761 0.1078 0.1744 -0.0652 0.1382 -0.1475 0.0588 0.0198 5 0.3000 0.3044 -0.0978 0.2837 0.2932 -0.0268 0.1382 0.1054 0.2548 0.0989 6 0.3400 0.3856 0.3718 0.3716 0.2140 0.3566 0.3357 0.2739 0.3723 0.3363 7 0.1000 0.1826 0.2935 0.0198 0.0555 0.2799 0.2172 0.1897 0.1372 0.2967 8 0.0200 0.1421 0.2152 0.1517 0.1347 0.2032 0.0592 0.2739 -0.0196 0.0989 9 -0.0600 0.1826 0.1370 0.2397 0.2536 0.1265 -0.0987 0.3582 0.2156 0.1385 10 0.0600 0.2638 0.0978 0.1957 0.4121 0.1265 -0.0987 0.4004 0.2939 0.2967 11 -0.0600 0.0203 0.1761 -0.1122 -0.1427 0.2032 0.1777 -0.3582 -0.1764 -0.0198 12 -0.1800 -0.1826 -0.0978 -0.3321 -0.3804 -0.1035 0.0197 -0.2739 -0.3723 -0.1780 13 -0.2200 -0.1826 -0.2544 -0.0682 -0.1427 -0.2186 -0.0592 -0.2739 -0.3331 -0.2571 14 -0.3000 -0.1826 -0.2544 -0.2001 -0.0634 -0.2952 -0.1382 -0.1054 0.0588 -0.3758 15 -0.1000 -0.1015 0.0978 -0.1561 -0.3012 -0.0268 -0.1382 0.0211 -0.2548 -0.1385 16 -0.3000 -0.3450 -0.2544 -0.3760 -0.1823 -0.2952 -0.2172 -0.3161 -0.2939 -0.2571 17 -0.3400 -0.3856 -0.3718 -0.2881 -0.1823 -0.3719 -0.2962 -0.1054 -0.0588 -0.3363 18 0.0200 -0.1826 0.0196 -0.0682 -0.2219 -0.1419 -0.2567 0.0211 -0.0588 -0.0198 19 -0.3400 -0.3044 -0.3326 -0.2881 -0.2615 -0.2952 -0.3752 -0.0632 0.0588 -0.2571 20 0.2200 -0.1015 -0.0978 0.0638 -0.0634 -0.1419 -0.2962 0.1475 0.1372 -0.0593 11 12 13 14 15 16 17 18 19 20 1 0.3723 0.3405 0.2596 0.3741 0.3311 0.3422 0.3034 0.3901 0.3712 0.3090 2 0.2156 0.0601 0.0200 0.2166 0.2142 0.1006 0.1011 0.2259 0.2930 0.0618 3 0.0980 -0.1002 -0.0599 0.0984 0.0584 -0.1006 0.0607 0.1437 0.1758 -0.1442 4 0.0588 -0.0200 0.0200 0.0197 -0.0584 -0.3019 0.0202 -0.0616 0.0586 -0.0206 5 0.0980 -0.1002 0.2995 0.0197 -0.1753 -0.3825 -0.1011 -0.1027 0.0586 0.1442 6 0.3331 0.3405 0.2596 0.3347 0.3701 0.3825 0.3439 0.3491 0.3321 0.3502 7 0.2939 0.2604 0.1398 0.2953 0.2922 0.2617 0.2225 0.2669 0.2540 0.1442 8 0.2156 0.1803 0.1398 0.2166 0.2532 0.2214 0.2630 0.1027 0.1758 0.0206 9 0.0980 0.2204 0.2995 0.0984 0.1363 0.1812 0.2225 0.0616 0.0195 0.1030 10 0.1764 0.2604 0.3794 0.1772 0.0974 0.2214 0.3034 0.1027 -0.0195 0.2266 11 -0.0588 0.1803 -0.0599 0.0984 0.1753 0.1409 0.0202 0.2259 0.1758 -0.0618 12 -0.1764 -0.1803 -0.3395 -0.1378 -0.1363 -0.0604 -0.1821 -0.1027 -0.0586 -0.2266 13 -0.2156 -0.3405 -0.2995 -0.2166 -0.2532 -0.1812 -0.2630 -0.2259 -0.1368 -0.2266 14 -0.2548 -0.2604 -0.1398 -0.2559 -0.3311 -0.2617 -0.2630 -0.2259 -0.1758 -0.0206 15 -0.0588 -0.0200 -0.1398 -0.0591 -0.0195 0.0604 -0.0607 0.0205 -0.0586 -0.1030 16 -0.2939 -0.3005 -0.3395 -0.2953 -0.2532 -0.1006 -0.3439 -0.3080 -0.2930 -0.3502 17 -0.3723 -0.3405 -0.2995 -0.3741 -0.3701 -0.3422 -0.3439 -0.3901 -0.3321 -0.3914 18 -0.1372 0.0200 -0.0599 -0.0984 -0.0195 0.0201 -0.0202 -0.1027 -0.2149 0.1030 19 -0.3331 -0.2604 -0.1797 -0.2953 -0.2532 -0.1409 -0.3034 -0.3491 -0.3712 -0.3090 20 -0.0588 0.0601 0.0998 -0.2166 -0.0584 -0.0604 0.0202 -0.0205 -0.2540 0.3914 21 22 23 24 25 26 27 28 29 30 1 0.3301 0.1323 0.3316 0.2913 0.3307 0.3321 0.3347 0.0641 0.3389 0.3316 2 0.2524 -0.1789 0.2146 0.0194 0.2524 0.1368 0.2559 -0.2565 -0.0199 0.2536 3 0.0583 -0.1011 0.1365 -0.1359 0.0567 0.0586 0.0984 -0.1763 0.0598 0.0975 4 -0.0194 -0.0233 0.0195 -0.2136 0.0176 -0.0977 0.0197 -0.2965 0.1794 -0.0585 5 -0.0194 0.0934 0.0195 -0.3301 -0.0607 -0.0977 -0.0984 -0.1362 0.2592 -0.0975 6 0.3689 0.1323 0.3706 0.3689 0.3698 0.3712 0.3741 0.3446 0.3788 0.3706 7 0.2913 0.0156 0.2926 0.3301 0.2916 0.2930 0.2953 0.1843 -0.0997 0.2926 8 0.2136 0.1712 0.2536 0.2524 0.2133 0.2540 0.2166 0.3446 0.0598 0.1756 9 0.1359 0.2879 0.1365 0.1359 0.1350 0.2149 0.0591 0.2244 0.2193 0.1365 10 0.0971 0.3657 0.0975 0.2136 0.0959 0.1758 0.0197 0.3446 0.2990 0.0585 11 0.1748 -0.1789 0.0585 0.1748 0.1741 0.0977 0.1772 -0.0962 -0.2592 0.1756 12 -0.1748 -0.3346 -0.1365 -0.0583 -0.0998 -0.1368 -0.0197 0.0240 -0.2990 -0.0195 13 -0.2136 -0.2957 -0.2146 -0.2524 -0.2563 -0.2930 -0.1772 -0.0962 -0.0997 -0.2146 14 -0.2524 -0.1789 -0.2536 -0.3689 -0.2563 -0.3712 -0.2559 -0.0962 0.0199 -0.2536 15 -0.0194 0.0934 -0.0585 0.0971 -0.0607 -0.0195 0.0197 0.0641 -0.2193 0.0585 16 -0.2913 -0.2567 -0.2926 -0.1359 -0.2955 -0.2149 -0.2953 -0.3767 -0.3788 -0.2926 17 -0.3689 -0.3346 -0.3706 -0.2913 -0.3737 -0.3321 -0.3741 -0.2565 -0.2193 -0.3706 18 -0.0971 0.3268 -0.0975 0.0583 -0.1781 -0.0977 -0.0984 0.1042 -0.0598 -0.1365 19 -0.3301 -0.0622 -0.3316 -0.1359 -0.2955 -0.2540 -0.3347 -0.1763 -0.2592 -0.3316 20 -0.1359 0.3268 -0.1756 -0.0194 -0.0607 -0.0195 -0.2166 0.2645 0.0997 -0.1756 31 32 33 34 35 36 37 38 39 40 1 0.3782 0.3102 0.3689 0.3491 0.3378 0.0629 0.4284 0.3363 0.3862 0.2232 2 0.1393 0.1151 0.2913 0.0616 0.0994 -0.2725 0.1824 0.1780 0.3456 -0.0609 3 0.0597 -0.0020 0.1748 -0.0616 0.0596 -0.0629 0.1414 -0.0198 0.2236 -0.1015 4 -0.0995 -0.0410 0.1359 -0.1437 0.2584 0.0210 0.1004 0.0989 0.1423 -0.2232 5 -0.0199 -0.0020 0.0194 -0.1027 0.2981 0.1886 0.0184 0.2571 0.1016 -0.2232 6 0.3384 0.3492 0.3301 0.2669 0.3776 0.1467 0.3054 0.3758 0.3049 0.3450 7 0.2588 0.2321 0.2524 0.1437 0.0199 0.0210 0.1414 0.0989 0.1830 0.2232 8 0.2588 0.2321 0.0971 0.0616 -0.0596 0.2306 0.1414 0.0989 0.0610 0.1826 9 0.2190 0.1541 0.0583 0.1027 0.0994 0.3563 0.1824 0.1780 0.0610 0.1826 10 0.2190 0.1931 -0.0194 0.1437 0.2186 0.3983 0.2234 0.2967 0.0203 0.3856 11 0.0597 0.0761 0.2136 0.0616 -0.2584 -0.3563 -0.1865 -0.0198 0.0203 0.0609 12 -0.1393 0.2321 -0.1359 -0.1437 -0.2584 -0.3983 -0.3095 -0.2176 -0.1830 -0.1826 13 -0.2190 -0.2751 -0.2136 -0.3080 -0.0994 -0.1886 -0.3505 -0.2176 -0.2236 -0.1826 14 -0.2986 -0.1970 -0.2524 -0.1848 0.1391 0.1467 -0.3505 -0.0989 -0.2236 -0.1015 15 -0.0199 -0.0410 -0.0583 0.1437 -0.3776 -0.0629 0.0184 -0.1780 -0.1016 0.0203 16 -0.2986 -0.3141 -0.2913 -0.2669 -0.2981 -0.2725 -0.2275 -0.2967 -0.3456 -0.3450 17 -0.3782 -0.3531 -0.3689 -0.3901 -0.0596 -0.1467 -0.2685 -0.3758 -0.3862 -0.3856 18 -0.0995 -0.1970 -0.1359 0.2669 -0.2584 -0.0210 -0.1045 -0.1385 -0.1016 0.1421 19 -0.2588 -0.3921 -0.3301 -0.3491 -0.2186 -0.0629 -0.1455 -0.3363 -0.3049 -0.1826 20 -0.0995 -0.0800 -0.1359 0.3491 -0.0199 0.2725 0.0594 -0.0198 0.0203 0.2232 41 1 0.3146 2 0.1110 3 0.0274 4 -0.0019 5 0.0370 6 0.3336 7 0.1991 8 0.1632 9 0.1553 10 0.1955 11 0.0179 12 -0.1668 13 -0.2190 14 -0.1934 15 -0.0560 16 -0.2876 17 -0.3174 18 -0.0581 19 -0.2587 20 0.0042 SQUARED DISTANCES BETWEEN IDEAL POINT AND STIMULI IDEAL SUBJECT 1 2 3 4 5 6 7 8 9 10 1 0.6306 0.4398 0.3639 0.4028 0.5565 0.6315 0.4361 0.3499 0.3730 0.5054 2 0.7053 0.5140 0.4413 0.4872 0.6517 0.7246 0.5507 0.4935 0.5529 0.7291 3 1.1928 0.9960 0.8448 0.7393 0.6796 1.2531 1.1180 1.0300 0.9892 0.9955 4 0.5989 0.3846 0.3118 0.3806 0.5909 0.6300 0.4392 0.3822 0.4591 0.6698 5 0.5243 0.3358 0.3008 0.4192 0.6912 0.5504 0.3802 0.3557 0.4767 0.7434 6 1.5752 1.4019 1.2771 1.2007 1.1727 1.6063 1.4683 1.3830 1.3502 1.3700 7 1.4734 1.3424 1.2572 1.2179 1.2244 1.4127 1.2240 1.0842 0.9932 0.9512 8 0.3663 0.1429 0.0600 0.1178 0.3162 0.4904 0.3782 0.3938 0.5371 0.8083 9 0.5857 0.2100 0.0861 0.2140 0.5938 0.6836 0.3715 0.2770 0.4002 0.7409 10 0.7501 0.5503 0.4431 0.4285 0.5065 0.7980 0.6455 0.5850 0.6164 0.7397 11 0.8702 0.6860 0.5846 0.5658 0.6298 0.8956 0.7381 0.6646 0.6751 0.7695 12 0.6641 0.4292 0.2854 0.2328 0.2714 0.7554 0.6076 0.5469 0.5733 0.6867 13 0.5354 0.3056 0.2333 0.3184 0.5611 0.6062 0.4376 0.4167 0.5437 0.8185 14 1.1531 0.9756 0.8612 0.8100 0.8218 1.1778 1.0282 0.9449 0.9279 0.9773 15 1.6583 1.4748 1.3298 1.2234 1.1556 1.7167 1.5947 1.5144 1.4759 1.4792 16 0.7719 0.5478 0.3648 0.2229 0.1221 0.8861 0.7728 0.6971 0.6591 0.6587 17 0.8230 0.6423 0.5325 0.4935 0.5254 0.8937 0.7862 0.7519 0.7908 0.9029 18 1.0997 0.9047 0.7656 0.6825 0.6555 1.1332 0.9727 0.8693 0.8229 0.8336 19 2.0279 1.8817 1.7794 1.7211 1.7067 2.0047 1.8400 1.7240 1.6567 1.6381 20 0.5403 0.2662 0.1526 0.1995 0.4068 0.6186 0.4070 0.3400 0.4177 0.6400 21 1.1762 0.9904 0.8626 0.7929 0.7813 1.2088 1.0581 0.9679 0.9384 0.9695 22 0.2257 0.1019 0.0624 0.1073 0.2365 0.3342 0.3159 0.3792 0.5241 0.7505 23 1.5336 1.3714 1.2619 1.2053 1.2014 1.5542 1.4174 1.3384 1.3170 1.3533 24 0.7969 0.5817 0.4043 0.2648 0.1631 0.9145 0.8145 0.7499 0.7207 0.7269 25 1.0772 0.8849 0.7539 0.6840 0.6752 1.1130 0.9583 0.8665 0.8376 0.8715 26 0.9550 0.7556 0.6152 0.5337 0.5112 1.0272 0.9013 0.8356 0.8302 0.8849 27 -3.6914 -3.8377 -3.9620 -4.0643 -4.1446 -3.6800 -3.8079 -3.9069 -3.9771 -4.0182 28 0.3425 0.1559 0.0464 0.0141 0.0588 0.4786 0.4218 0.4357 0.5203 0.6757 29 0.5341 0.3079 0.2560 0.3784 0.6750 0.5647 0.3554 0.3065 0.4181 0.6901 30 7.7951 7.6347 7.5043 7.4039 7.3337 7.8206 7.6912 7.5977 7.5399 7.5178 31 0.9177 0.7218 0.5953 0.5381 0.5504 0.9772 0.8424 0.7785 0.7855 0.8634 32 1.2788 1.1179 1.0093 0.9532 0.9495 1.3138 1.1921 1.1271 1.1187 1.1670 33 1.8353 1.6839 1.5782 1.5183 1.5041 1.8245 1.6670 1.5599 1.5032 1.4968 34 0.5120 0.3140 0.1849 0.1246 0.1332 0.6010 0.4877 0.4390 0.4548 0.5353 35 0.6021 0.3408 0.2829 0.4283 0.7771 0.5992 0.3138 0.2105 0.2892 0.5500 36 0.2495 0.0941 0.0831 0.2164 0.4942 0.3411 0.2653 0.3219 0.5111 0.8327 37 0.6146 0.4121 0.3088 0.3047 0.3998 0.6678 0.5150 0.4577 0.4959 0.6297 38 0.6769 0.4486 0.3638 0.4224 0.6244 0.7056 0.4990 0.4289 0.4953 0.6981 39 0.9274 0.7681 0.6812 0.6667 0.7245 0.9176 0.7502 0.6571 0.6381 0.6932 40 0.4790 0.2431 0.1017 0.0547 0.1022 0.6093 0.4959 0.4690 0.5287 0.6749 41 0.6211 0.4246 0.3183 0.3022 0.3763 0.6706 0.5203 0.4571 0.4810 0.5920 11 12 13 14 15 16 17 18 19 20 1 0.3532 0.1898 0.1412 0.2074 0.1851 0.0490 0.0278 0.1263 0.0176 0.1768 2 0.4241 0.2422 0.1790 0.2343 0.2596 0.0872 0.0333 0.2118 0.0488 0.2807 3 1.0034 0.7994 0.6411 0.5285 0.8611 0.6500 0.4845 0.7660 0.5477 0.7180 4 0.3119 0.1354 0.1004 0.2069 0.1588 0.0200 0.0228 0.1396 0.0386 0.2543 5 0.2471 0.0972 0.1009 0.2580 0.1155 0.0043 0.0466 0.1296 0.0571 0.2893 6 1.3641 1.1703 1.0250 0.9281 1.2056 0.9914 0.8256 1.0998 0.8650 1.0465 7 1.2209 1.0749 0.9748 0.9205 1.0172 0.8563 0.7413 0.8625 0.6866 0.7566 8 0.1895 0.0292 0.0096 0.1305 0.1405 0.0434 0.0869 0.2192 0.1853 0.4258 9 0.2245 0.0173 0.0619 0.3584 0.0809 0.0422 0.2553 0.1550 0.2847 0.4466 10 0.5088 0.3122 0.2082 0.1968 0.3595 0.1661 0.0652 0.3021 0.1119 0.3367 11 0.6225 0.4322 0.3245 0.2996 0.4589 0.2623 0.1484 0.3791 0.1764 0.3834 12 0.4495 0.2347 0.1112 0.0788 0.3219 0.1274 0.0240 0.2814 0.1071 0.3280 13 0.2666 0.0844 0.0597 0.1926 0.1455 0.0110 0.0340 0.1723 0.0855 0.3470 14 0.9214 0.7281 0.5979 0.5308 0.7560 0.5469 0.4009 0.6569 0.4320 0.6241 15 1.4790 1.2799 1.1193 0.9973 1.3414 1.1267 0.9505 1.2456 1.0152 1.1914 16 0.6379 0.4308 0.2648 0.1398 0.5415 0.3514 0.2024 0.4828 0.3097 0.4618 17 0.6304 0.4380 0.3163 0.2655 0.5111 0.3068 0.1734 0.4650 0.2489 0.4921 18 0.8769 0.6766 0.5323 0.4440 0.7112 0.5056 0.3560 0.6025 0.3917 0.5508 19 1.7910 1.6213 1.4956 1.4137 1.6028 1.4097 1.2604 1.4634 1.2467 1.3726 20 0.2620 0.0659 0.0303 0.1551 0.1284 0.0102 0.0526 0.1394 0.0992 0.2950 21 0.9524 0.7541 0.6139 0.5317 0.7892 0.5784 0.4257 0.6866 0.4633 0.6446 22 0.1398 0.0298 0.0042 0.0629 0.1354 0.0393 0.0275 0.2126 0.1303 0.3713 23 1.3150 1.1285 0.9949 0.9140 1.1540 0.9434 0.7856 1.0508 0.8160 1.0052 24 0.6734 0.4701 0.3046 0.1769 0.5852 0.3938 0.2402 0.5325 0.3530 0.5152 25 0.8513 0.6506 0.5112 0.4329 0.6882 0.4792 0.3314 0.5880 0.3707 0.5507 26 0.7627 0.5571 0.4104 0.3227 0.6306 0.4187 0.2658 0.5587 0.3406 0.5469 27 -3.8823 -4.0626 -4.2209 -4.3572 -4.0443 -4.2586 -4.4509 -4.1773 -4.4257 -4.2814 28 0.2463 0.0911 0.0129 0.0119 0.2208 0.0970 0.0502 0.2661 0.1736 0.3821 29 0.2322 0.0739 0.0898 0.2800 0.0907 0.0003 0.0841 0.1097 0.0871 0.2891 30 7.6020 7.4135 7.2551 7.1267 7.4446 7.2281 7.0416 7.3230 7.0785 7.2372 31 0.7044 0.5010 0.3670 0.3023 0.5621 0.3511 0.2096 0.4906 0.2722 0.4901 32 1.0796 0.8977 0.7683 0.6913 0.9370 0.7342 0.5839 0.8511 0.6274 0.8218 33 1.6046 1.4305 1.3021 1.2194 1.4244 1.2275 1.0763 1.2945 1.0748 1.2150 34 0.3552 0.1782 0.0702 0.0310 0.2629 0.1071 0.0201 0.2353 0.1005 0.2722 35 0.2392 0.0826 0.1294 0.3794 0.0585 0.0065 0.1579 0.0598 0.1125 0.2432 36 0.0999 0.0031 0.0507 0.2427 0.0827 0.0446 0.1508 0.1980 0.2185 0.4458 37 0.3840 0.1993 0.1138 0.1275 0.2489 0.0821 0.0144 0.2094 0.0603 0.2655 38 0.3682 0.1742 0.1237 0.2166 0.1959 0.0362 0.0200 0.1601 0.0347 0.2607 39 0.6771 0.5089 0.4131 0.3897 0.5009 0.3239 0.2192 0.3988 0.2130 0.3710 40 0.3179 0.1209 0.0183 0.0102 0.2433 0.0852 0.0215 0.2553 0.1361 0.3539 41 0.3992 0.2181 0.1272 0.1265 0.2644 0.0987 0.0232 0.2166 0.0663 0.2560 RESIDUALS DSQ - SHAT 1 2 3 4 5 6 7 8 9 10 1 0.2506 0.4415 0.8602 0.2273 0.1914 1.2569 1.0982 0.2188 0.2526 0.4138 2 0.2998 0.4531 0.7807 0.3648 0.3199 1.1604 1.0461 0.2904 0.3471 0.3327 3 0.2639 0.3804 0.8644 0.2480 0.2453 1.1506 1.0400 0.2075 0.3016 0.3837 4 0.1828 0.3857 0.9154 0.2728 0.2449 1.2659 1.0796 0.2653 0.1552 0.4087 5 0.2565 0.3473 0.7774 0.3073 0.3980 1.1996 1.0862 0.2108 0.3391 0.4076 6 0.2915 0.3390 0.8814 0.2584 0.3364 1.2497 1.0770 0.2165 0.3113 0.4618 7 0.3361 0.3681 0.8245 0.4194 0.3247 1.1884 1.0067 0.1886 0.2343 0.3488 8 0.3299 0.3514 0.8148 0.2304 0.2209 1.1798 1.0249 0.1198 0.2966 0.4861 9 0.4330 0.3703 0.8522 0.2194 0.2231 1.2237 1.0920 0.1789 0.1846 0.4779 10 0.4454 0.4652 0.8977 0.4741 0.3313 1.2435 1.0499 0.4079 0.4470 0.4430 11 0.4132 0.4038 0.8273 0.4241 0.3897 1.1609 1.0431 0.5477 0.4009 0.5286 12 0.3698 0.4249 0.8972 0.4674 0.4777 1.2739 1.0551 0.3032 0.3896 0.4902 13 0.3612 0.3616 0.8954 0.1685 0.2435 1.2436 1.0340 0.2835 0.3950 0.4653 14 0.5074 0.4169 0.7828 0.4070 0.3214 1.2234 1.0588 0.2359 0.2996 0.5726 15 0.2851 0.3611 0.7633 0.3150 0.4167 1.2325 1.1555 0.1194 0.3357 0.4979 16 0.3490 0.4322 0.9043 0.3961 0.1866 1.2866 1.0735 0.3595 0.3361 0.4232 17 0.3678 0.4189 0.8563 0.3109 0.2289 1.1975 1.0375 0.1923 0.3141 0.4015 18 0.1063 0.3945 0.7464 0.2078 0.3515 1.2416 1.1192 0.1982 0.2137 0.3219 19 0.3576 0.3532 0.8803 0.3267 0.3186 1.1603 1.0618 0.2485 0.2260 0.3690 20 -0.0432 0.3822 0.8159 0.1905 0.3528 1.1884 1.0528 0.2783 0.3094 0.3961 11 12 13 14 15 16 17 18 19 20 1 0.4979 0.3236 0.2758 0.7790 1.3272 0.4297 0.5196 0.7096 1.6567 0.2312 2 0.4705 0.3691 0.2856 0.7590 1.2605 0.4471 0.5412 0.6788 1.5887 0.2044 3 0.4866 0.3855 0.2932 0.7628 1.2714 0.4654 0.4718 0.6219 1.6036 0.2968 4 0.5070 0.2528 0.2985 0.7903 1.2819 0.5248 0.4733 0.7441 1.6625 0.2201 5 0.5318 0.3716 0.2616 0.8021 1.3309 0.5045 0.6265 0.7581 1.6481 0.2626 6 0.5625 0.4149 0.3466 0.8431 1.3466 0.5036 0.5498 0.7841 1.6726 0.2683 7 0.4442 0.3472 0.2978 0.7329 1.3025 0.5111 0.5637 0.7058 1.5860 0.2628 8 0.4491 0.3666 0.2769 0.7283 1.2612 0.4757 0.4889 0.7666 1.5481 0.3194 9 0.5771 0.3529 0.2442 0.8295 1.3396 0.4779 0.5683 0.7613 1.6371 0.3147 10 0.5931 0.4263 0.4391 0.8001 1.3818 0.4372 0.5995 0.7309 1.6576 0.4134 11 0.6813 0.2692 0.3265 0.8229 1.3037 0.4970 0.6102 0.6510 1.6152 0.3238 12 0.6085 0.4150 0.4238 0.8659 1.4162 0.4912 0.6200 0.7793 1.6799 0.2925 13 0.5401 0.4517 0.3592 0.8145 1.3725 0.4459 0.5793 0.7582 1.6323 0.2569 14 0.5543 0.3392 0.3323 0.7868 1.3284 0.4015 0.5285 0.6698 1.5896 0.1757 15 0.5176 0.3419 0.2853 0.8150 1.3609 0.4812 0.5718 0.6906 1.6615 0.2314 16 0.5562 0.4278 0.3505 0.8422 1.3799 0.4521 0.6507 0.8136 1.7027 0.3605 17 0.5207 0.3646 0.3335 0.7749 1.3206 0.5446 0.5173 0.7461 1.5925 0.4440 18 0.5163 0.2614 0.2322 0.7553 1.2650 0.4627 0.4852 0.7051 1.6783 0.0364 19 0.5095 0.3675 0.2652 0.7273 1.2684 0.4506 0.5523 0.7407 1.6179 0.4082 20 0.4422 0.2679 0.2471 0.8407 1.2499 0.5222 0.4718 0.5714 1.6265 -0.0964 21 22 23 24 25 26 27 28 29 30 1 0.8461 0.0935 1.2020 0.5056 0.7465 0.6228 -4.0261 0.2783 0.1952 7.4635 2 0.7380 0.2808 1.1568 0.5623 0.6325 0.6189 -4.0936 0.4124 0.3279 7.3811 3 0.8044 0.1636 1.1254 0.5403 0.6971 0.5566 -4.0604 0.2227 0.1962 7.4067 4 0.8124 0.1306 1.1857 0.4784 0.6664 0.6314 -4.0840 0.3106 0.1990 7.4625 5 0.8007 0.1431 1.1819 0.4932 0.7359 0.6089 -4.0461 0.1950 0.4158 7.4312 6 0.8398 0.2019 1.1835 0.5456 0.7432 0.6560 -4.0540 0.1340 0.1859 7.4499 7 0.7668 0.3004 1.1248 0.4844 0.6668 0.6083 -4.1032 0.2375 0.4550 7.3986 8 0.7543 0.2081 1.0848 0.4975 0.6533 0.5817 -4.1235 0.0911 0.2467 7.4221 9 0.8025 0.2362 1.1804 0.5848 0.7026 0.6153 -4.0361 0.2960 0.1988 7.4033 10 0.8724 0.3848 1.2558 0.5133 0.7756 0.7091 -4.0379 0.3311 0.3911 7.4593 11 0.7776 0.3188 1.2564 0.4986 0.6771 0.6650 -4.0595 0.3425 0.4913 7.4264 12 0.9289 0.3644 1.2651 0.5283 0.7504 0.6938 -4.0429 0.0670 0.3729 7.4330 13 0.8275 0.2998 1.2095 0.5570 0.7675 0.7035 -4.0437 0.1091 0.1895 7.4696 14 0.7841 0.2418 1.1676 0.5458 0.6893 0.6939 -4.1013 0.1081 0.2601 7.3803 15 0.8086 0.0421 1.2125 0.4882 0.7489 0.6501 -4.0640 0.1567 0.3100 7.3861 16 0.8697 0.2960 1.2360 0.5297 0.7747 0.6336 -3.9633 0.4736 0.3791 7.5207 17 0.7946 0.3620 1.1562 0.5315 0.7051 0.5980 -4.0769 0.3066 0.3034 7.4123 18 0.7837 -0.1142 1.1483 0.4743 0.7661 0.6563 -4.0789 0.1619 0.1695 7.4596 19 0.7934 0.1925 1.1476 0.4889 0.6661 0.5946 -4.0910 0.3499 0.3463 7.4101 20 0.7805 0.0445 1.1808 0.5346 0.6113 0.5665 -4.0649 0.1176 0.1894 7.4128 31 32 33 34 35 36 37 38 39 40 1 0.5395 0.9686 1.4663 0.1629 0.2642 0.1867 0.1862 0.3407 0.5412 0.2557 2 0.5825 1.0028 1.3926 0.2524 0.2415 0.3666 0.2297 0.2706 0.4226 0.3040 3 0.5356 1.0113 1.4035 0.2465 0.2233 0.1460 0.1674 0.3836 0.4576 0.2032 4 0.6377 0.9942 1.3824 0.2683 0.1700 0.1955 0.2043 0.3235 0.5244 0.2780 5 0.5703 0.9515 1.4847 0.2359 0.4790 0.3056 0.3813 0.3673 0.6228 0.3254 6 0.6388 0.9646 1.4944 0.3340 0.2216 0.1943 0.3624 0.3298 0.6126 0.2643 7 0.5836 0.9600 1.4146 0.3439 0.2939 0.2443 0.3735 0.4001 0.5673 0.2727 8 0.5197 0.8950 1.4628 0.3774 0.2701 0.0913 0.3162 0.3300 0.5961 0.2864 9 0.5665 0.9646 1.4449 0.3522 0.1898 0.1547 0.3135 0.3172 0.5771 0.3461 10 0.6444 0.9739 1.5162 0.3916 0.3314 0.4344 0.4063 0.4014 0.6729 0.2894 11 0.6447 1.0035 1.3910 0.2936 0.4976 0.4562 0.5705 0.3880 0.6567 0.2570 12 0.6403 0.6656 1.5664 0.3220 0.3410 0.4014 0.5089 0.3918 0.6919 0.3035 13 0.5859 1.0434 1.5157 0.3782 0.2287 0.2394 0.4644 0.3412 0.6367 0.2010 14 0.6009 0.8883 1.4718 0.2158 0.2403 0.0960 0.4780 0.3154 0.6133 0.1117 15 0.5820 0.9779 1.4826 0.1192 0.4361 0.1456 0.2305 0.3739 0.6025 0.2230 16 0.6497 1.0483 1.5187 0.3740 0.3046 0.3171 0.3096 0.3329 0.6694 0.4302 17 0.5877 0.9370 1.4452 0.4102 0.2175 0.2976 0.2829 0.3958 0.6054 0.4071 18 0.5902 1.0481 1.4304 -0.0316 0.3182 0.2190 0.3140 0.2985 0.5005 0.1133 19 0.5309 1.0195 1.4049 0.4496 0.3311 0.2814 0.2059 0.3710 0.5179 0.3187 20 0.5896 0.9018 1.3509 -0.0768 0.2631 0.1733 0.2060 0.2805 0.3506 0.1306 41 1 0.3065 2 0.3136 3 0.2909 4 0.3041 5 0.3393 6 0.3370 7 0.3212 8 0.2939 9 0.3257 10 0.3965 11 0.3814 12 0.3849 13 0.3462 14 0.3199 15 0.3203 16 0.3862 17 0.3406 18 0.2747 19 0.3250 20 0.2517 PREFMAP TEST DATA DELBEKE DATA females STIMULUS SPACE DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.85 ! 5 14 17 ! 100 0.81 ! 19 20 ! 96 0.78 ! 10 ! 92 0.75 ! ! 88 0.71 ! 4 ! 84 0.68 ! 13 16 ! 80 0.64 ! 18 9 ! 76 0.61 ! ! 72 0.58 ! ! 68 0.54 ! ! 64 0.51 ! 3 12 15 ! 60 0.47 ! 8 ! 56 0.44 ! ! 52 0.41 ! ! 48 0.37 ! 2 ! 44 0.34 ! 11 7 ! 40 0.30 ! ! 36 0.27 ! ! 32 0.24 ! ! 28 0.20 ! 1 ! 24 0.17 ! 6 ! 20 0.14 ! ! 16 0.10 ! ! 12 0.07 ! ! 8 0.03 ! ! 4 DIMENSION 1 + -0.03 ! ! -4 -0.07 ! ! -8 -0.10 ! ! -12 -0.14 ! ! -16 -0.17 ! ! -20 -0.20 ! ! -24 -0.24 ! ! -28 -0.27 ! ! -32 -0.30 ! ! -36 -0.34 ! ! -40 -0.37 ! ! -44 -0.41 ! ! -48 -0.44 ! ! -52 -0.47 ! ! -56 -0.51 ! ! -60 -0.54 ! ! -64 -0.58 ! ! -68 -0.61 ! ! -72 -0.64 ! ! -76 -0.68 ! ! -80 -0.71 ! ! -84 -0.75 ! ! -88 -0.78 ! ! -92 -0.81 ! ! -96 -0.85 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.85-0.76-0.68-0.59-0.51-0.42-0.34-0.25-0.17-0.08 * 0.08 0.17 0.25 0.34 0.42 0.51 0.59 0.68 0.76 0.85 PREFMAP TEST DATA DELBEKE DATA females SUBJECT SPACE DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 13.24 ! 30 ! 100 12.71 ! ! 96 12.18 ! ! 92 11.65 ! ! 88 11.12 ! ! 84 10.60 ! ! 80 10.07 ! ! 76 9.54 ! ! 72 9.01 ! ! 68 8.48 ! ! 64 7.95 ! ! 60 7.42 ! ! 56 6.89 ! ! 52 6.36 ! ! 48 5.83 ! ! 44 5.30 ! ! 40 4.77 ! ! 36 4.24 ! ! 32 3.71 ! 19 ! 28 3.18 ! 15 33 ! 24 2.65 ! 32 23 ! 20 2.12 ! 25 14 ! 16 1.59 ! 31 39 ! 12 1.06 ! 41 38 ! 8 0.53 ! ! 4 DIMENSION 1 + -0.53 ! ! -4 -1.06 ! ! -8 -1.59 ! ! -12 -2.12 ! ! -16 -2.65 ! ! -20 -3.18 ! ! -24 -3.71 ! ! -28 -4.24 ! ! -32 -4.77 ! ! -36 -5.30 ! ! -40 -5.83 ! ! -44 -6.36 ! ! -48 -6.89 ! 27 ! -52 -7.42 ! ! -56 -7.95 ! ! -60 -8.48 ! ! -64 -9.01 ! ! -68 -9.54 ! ! -72 -10.07 ! ! -76 -10.60 ! ! -80 -11.12 ! ! -84 -11.65 ! ! -88 -12.18 ! ! -92 -12.71 ! ! -96 -13.24 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -13.24 -10.60 -7.95 -5.30 -2.65 * 2.65 5.30 7.95 10.60 13.24 -11.92 -9.27 -6.62 -3.97 -1.32 1.32 3.97 6.62 9.27 11.92 POINT 41 OVERLAYS POINT(S) 40 37 36 34 28 22 20 13 12 9 8 POINT 39 OVERLAYS POINT(S) 11 POINT 38 OVERLAYS POINT(S) 35 29 5 4 2 1 POINT 32 OVERLAYS POINT(S) 6 POINT 31 OVERLAYS POINT(S) 26 24 17 16 10 POINT 25 OVERLAYS POINT(S) 21 18 3 POINT 23 OVERLAYS POINT(S) 7 SUBJECT 41 IS THE AVERAGE SUBJECT PREFMAP TEST DATA DELBEKE DATA females JOINT SUBJECT AND STIMULUS SPACE DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 13.24 ! 50 ! 100 12.71 ! ! 96 12.18 ! ! 92 11.65 ! ! 88 11.12 ! ! 84 10.60 ! ! 80 10.07 ! ! 76 9.54 ! ! 72 9.01 ! ! 68 8.48 ! ! 64 7.95 ! ! 60 7.42 ! ! 56 6.89 ! ! 52 6.36 ! ! 48 5.83 ! ! 44 5.30 ! ! 40 4.77 ! ! 36 4.24 ! ! 32 3.71 ! 39 ! 28 3.18 ! 35 53 ! 24 2.65 ! 52 43 ! 20 2.12 ! 45 34 ! 16 1.59 ! 51 59 ! 12 1.06 ! 61 58 ! 8 0.53 ! 12 15 ! 4 DIMENSION 1 + -0.53 ! ! -4 -1.06 ! ! -8 -1.59 ! ! -12 -2.12 ! ! -16 -2.65 ! ! -20 -3.18 ! ! -24 -3.71 ! ! -28 -4.24 ! ! -32 -4.77 ! ! -36 -5.30 ! ! -40 -5.83 ! ! -44 -6.36 ! ! -48 -6.89 ! 47 ! -52 -7.42 ! ! -56 -7.95 ! ! -60 -8.48 ! ! -64 -9.01 ! ! -68 -9.54 ! ! -72 -10.07 ! ! -76 -10.60 ! ! -80 -11.12 ! ! -84 -11.65 ! ! -88 -12.18 ! ! -92 -12.71 ! ! -96 -13.24 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -13.24 -10.60 -7.95 -5.30 -2.65 * 2.65 5.30 7.95 10.60 13.24 -11.92 -9.27 -6.62 -3.97 -1.32 1.32 3.97 6.62 9.27 11.92 POINT 61 OVERLAYS POINT(S) 60 57 56 54 48 42 40 33 32 29 28 17 14 13 5 4 POINT 59 OVERLAYS POINT(S) 31 POINT 58 OVERLAYS POINT(S) 55 49 25 24 22 21 20 19 18 16 10 9 POINT 52 OVERLAYS POINT(S) 26 POINT 51 OVERLAYS POINT(S) 46 44 37 36 30 POINT 45 OVERLAYS POINT(S) 41 38 23 POINT 43 OVERLAYS POINT(S) 27 POINT 15 OVERLAYS POINT(S) 11 8 7 6 POINT 12 OVERLAYS POINT(S) 3 2 1 POINTS 1 TO 20 ARE STIMULI. POINTS 21 TO 61 ARE SUBJECTS. SUBJECT 61 IS THE AVERAGE SUBJECT RUN NAME : PREFMAP TEST DATA TASK NAME : DELBEKE DATA females PHASE 3 ======= CONFIGURATION =- ROWS=DIMENSIONS : COLUMNS=STIMULI 1 2 1 0.1693 -0.1282 2 0.3387 -0.2564 3 0.5080 -0.3847 4 0.6773 -0.5129 5 0.8466 -0.6411 6 0.1530 0.1419 7 0.3060 0.2838 8 0.4590 0.4257 9 0.6120 0.5676 10 0.7650 0.7095 11 0.3223 0.0137 12 0.4917 -0.1145 13 0.6610 -0.2427 14 0.8303 -0.3710 15 0.4753 0.1556 16 0.6447 0.0274 17 0.8140 -0.1008 18 0.6283 0.2975 19 0.7976 0.1693 20 0.7813 0.4394 SUBJECT 1 ========== S (VECTOR OF SCALE VALUES) 0.38000 0.14000 0.10000 0.22000 0.30000 0.34000 0.10000 0.02000 -0.06000 0.06000 -0.06000 -0.18000 -0.22000 -0.30000 -0.10000 -0.30000 -0.34000 0.02000 -0.34000 0.22000 BETA 0.59406 -2.07684 -0.12647 1.17872 R (CORRELATION)= 0.84234 DSQ 0.63593 0.46000 0.39042 0.42719 0.57031 0.63384 0.45213 0.37307 0.39667 0.52292 0.36974 0.21199 0.16059 0.21554 0.20621 0.06664 0.03342 0.14533 0.02394 0.18711 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.88097 0.05364 IMPORTANCES OF NEW AXES 1.17872 1.17872 SUBJECT 2 ========== S (VECTOR OF SCALE VALUES) 0.26383 0.06088 0.06088 0.10147 0.30442 0.38559 0.18265 0.14206 0.18265 0.26383 0.02029 -0.18265 -0.18265 -0.18265 -0.10147 -0.34500 -0.38559 -0.18265 -0.30442 -0.10147 BETA 0.67049 -2.44959 -0.05275 1.44691 R (CORRELATION)= 0.98547 DSQ 0.69451 0.48231 0.40065 0.44954 0.62897 0.71800 0.52476 0.45752 0.51629 0.70108 0.39757 0.20768 0.14834 0.21955 0.22664 0.05907 0.02204 0.18172 0.03647 0.26281 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.84649 0.01823 IMPORTANCES OF NEW AXES 1.44691 1.44691 SUBJECT 3 ========== S (VECTOR OF SCALE VALUES) 0.33263 0.21523 -0.01957 -0.17610 -0.09783 0.37176 0.29350 0.21523 0.13697 0.09783 0.17610 -0.09783 -0.25436 -0.25436 0.09783 -0.25436 -0.37176 0.01957 -0.33263 -0.09783 BETA 0.65941 -1.77649 0.14117 0.68896 R (CORRELATION)= 0.97216 DSQ 0.86459 0.63891 0.47540 0.37405 0.33486 0.93065 0.76889 0.66713 0.62537 0.64361 0.65345 0.43840 0.28552 0.19479 0.50231 0.29789 0.15563 0.41118 0.21738 0.38004 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.28927 -0.10245 IMPORTANCES OF NEW AXES 0.68896 0.68896 SUBJECT 4 ========== S (VECTOR OF SCALE VALUES) 0.37165 0.01979 0.06377 0.10776 0.28368 0.37165 0.01979 0.15174 0.23970 0.19572 -0.11215 -0.33206 -0.06817 -0.20012 -0.15614 -0.37605 -0.28808 -0.06817 -0.28808 0.06377 BETA 0.58322 -2.25781 -0.03253 1.40346 R (CORRELATION)= 0.90891 DSQ 0.59342 0.40522 0.34364 0.40870 0.60037 0.61931 0.45260 0.40811 0.48585 0.68582 0.32613 0.15957 0.11964 0.20634 0.18106 0.03615 0.01787 0.15822 0.03496 0.25761 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.80437 0.01159 IMPORTANCES OF NEW AXES 1.40346 1.40346 SUBJECT 5 ========== S (VECTOR OF SCALE VALUES) 0.33287 0.01585 0.05548 0.17436 0.29324 0.21399 0.05548 0.13473 0.25362 0.41213 -0.14266 -0.38043 -0.14266 -0.06340 -0.30117 -0.18229 -0.18229 -0.22191 -0.26154 -0.06340 BETA 0.50538 -2.24695 -0.04779 1.54983 R (CORRELATION)= 0.93525 DSQ 0.51035 0.34575 0.32099 0.43606 0.69096 0.53171 0.38361 0.37049 0.49234 0.74917 0.25118 0.11049 0.10963 0.24860 0.12699 0.01020 0.03325 0.13777 0.04489 0.28353 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.72490 0.01542 IMPORTANCES OF NEW AXES 1.54983 1.54983 SUBJECT 6 ========== S (VECTOR OF SCALE VALUES) 0.31824 0.24156 0.12653 -0.06518 -0.02684 0.35659 0.27990 0.20322 0.12653 0.12653 0.20322 -0.10353 -0.21855 -0.29524 -0.02684 -0.29524 -0.37192 -0.14187 -0.29524 -0.14187 BETA 0.70732 -2.03061 0.03877 0.88773 R (CORRELATION)= 0.97618 DSQ 0.85287 0.62420 0.47563 0.40715 0.41876 0.89512 0.70591 0.59402 0.55944 0.60217 0.60004 0.38507 0.25018 0.19540 0.42453 0.22325 0.10206 0.32633 0.13874 0.30544 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.14371 -0.02184 IMPORTANCES OF NEW AXES 0.88773 0.88773 SUBJECT 7 ========== S (VECTOR OF SCALE VALUES) 0.37523 0.29623 0.21724 0.13824 0.13824 0.33573 0.21724 0.05925 -0.09874 -0.09874 0.17774 0.01975 -0.05925 -0.13824 -0.13824 -0.21724 -0.29623 -0.25673 -0.37523 -0.29623 BETA 0.68605 -1.88958 -0.30189 0.78596 R (CORRELATION)= 0.98426 DSQ 0.91892 0.74404 0.64007 0.60701 0.64486 0.86700 0.63773 0.47692 0.38455 0.36063 0.63333 0.47057 0.37872 0.35778 0.41618 0.26554 0.18582 0.26749 0.12897 0.18724 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.20209 0.19206 IMPORTANCES OF NEW AXES 0.78596 0.78596 SUBJECT 8 ========== S (VECTOR OF SCALE VALUES) 0.14751 -0.14751 -0.14751 -0.14751 0.10536 0.27394 0.18965 0.27394 0.35823 0.40038 -0.35823 -0.27394 -0.27394 -0.10536 0.02107 -0.31609 -0.10536 0.02107 -0.06322 0.14751 BETA 0.30442 -1.49723 0.31919 1.08130 R (CORRELATION)= 0.88761 DSQ 0.29617 0.14806 0.09751 0.14452 0.28909 0.40515 0.36263 0.41428 0.56010 0.80009 0.17616 0.04472 0.01085 0.07454 0.15031 0.03556 0.01837 0.21864 0.12057 0.38114 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.69233 -0.14759 IMPORTANCES OF NEW AXES 1.08130 1.08130 SUBJECT 9 ========== S (VECTOR OF SCALE VALUES) 0.33314 -0.13718 -0.21556 0.05879 0.25476 0.37233 0.13718 -0.01960 0.21556 0.29395 -0.17637 -0.37233 -0.33314 0.05879 -0.25476 -0.29395 -0.05879 -0.05879 0.05879 0.13718 BETA 0.35611 -1.73640 0.08536 1.26165 R (CORRELATION)= 0.79167 DSQ 0.35084 0.21662 0.19623 0.28968 0.49695 0.40028 0.31154 0.33269 0.46371 0.70461 0.17169 0.05693 0.05600 0.16890 0.10241 0.00711 0.02564 0.14302 0.06717 0.29350 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.68814 -0.03383 IMPORTANCES OF NEW AXES 1.26165 1.26165 SUBJECT 10 ========== S (VECTOR OF SCALE VALUES) 0.33625 0.21758 0.05934 0.01978 0.09890 0.33625 0.29670 0.09890 0.13846 0.29670 -0.01978 -0.17802 -0.25714 -0.37581 -0.13846 -0.25714 -0.33625 -0.01978 -0.25714 -0.05934 BETA 0.66666 -2.21536 0.06847 1.18048 R (CORRELATION)= 0.95623 DSQ 0.70971 0.48557 0.36794 0.35681 0.45220 0.76254 0.58752 0.51532 0.54592 0.67933 0.45010 0.24416 0.14474 0.15182 0.29329 0.10556 0.02435 0.23929 0.06977 0.28810 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.93833 -0.02900 IMPORTANCES OF NEW AXES 1.18048 1.18048 SUBJECT 11 ========== S (VECTOR OF SCALE VALUES) 0.37233 0.21556 0.09798 0.05879 0.09798 0.33314 0.29395 0.21556 0.09798 0.17637 -0.05879 -0.17637 -0.21556 -0.25476 -0.05879 -0.29395 -0.37233 -0.13718 -0.33314 -0.05879 BETA 0.69837 -2.25464 -0.00637 1.16471 R (CORRELATION)= 0.96225 DSQ 0.76272 0.53939 0.42115 0.40799 0.49991 0.79599 0.60229 0.51002 0.51919 0.62979 0.48554 0.28018 0.17990 0.18470 0.30980 0.12240 0.04009 0.23550 0.06606 0.26263 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.96789 0.00274 IMPORTANCES OF NEW AXES 1.16471 1.16471 SUBJECT 12 ========== S (VECTOR OF SCALE VALUES) 0.34055 0.06010 -0.10016 -0.02003 -0.10016 0.34055 0.26042 0.18029 0.22035 0.26042 0.18029 -0.18029 -0.34055 -0.26042 -0.02003 -0.30048 -0.34055 0.02003 -0.26042 0.06010 BETA 0.61406 -1.93103 0.22008 0.95424 R (CORRELATION)= 0.96711 DSQ 0.67747 0.45141 0.31145 0.25759 0.28982 0.76696 0.62740 0.57096 0.59761 0.70737 0.46953 0.25819 0.13295 0.09380 0.34469 0.14807 0.03755 0.30296 0.12106 0.34433 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.01182 -0.11532 IMPORTANCES OF NEW AXES 0.95424 0.95424 SUBJECT 13 ========== S (VECTOR OF SCALE VALUES) 0.25958 0.01997 -0.05990 0.01997 0.29952 0.25958 0.13978 0.13978 0.29952 0.37939 -0.05990 -0.33946 -0.29952 -0.13978 -0.13978 -0.33946 -0.29952 -0.05990 -0.17971 0.09984 BETA 0.52266 -2.23450 0.10615 1.49298 R (CORRELATION)= 0.96631 DSQ 0.51334 0.32342 0.26820 0.34769 0.56188 0.57617 0.44439 0.44265 0.57092 0.82922 0.27457 0.10768 0.07549 0.17800 0.16583 0.02196 0.01280 0.18711 0.06627 0.33841 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.74834 -0.03555 IMPORTANCES OF NEW AXES 1.49298 1.49298 SUBJECT 14 ========== S (VECTOR OF SCALE VALUES) 0.37406 0.21656 0.09844 0.01969 0.01969 0.33469 0.29531 0.21656 0.09844 0.17719 0.09844 -0.13781 -0.21656 -0.25594 -0.05906 -0.29531 -0.37406 -0.09844 -0.29531 -0.21656 BETA 0.71725 -2.16551 0.00438 1.02377 R (CORRELATION)= 0.97783 DSQ 0.82409 0.59539 0.45907 0.41512 0.46353 0.85903 0.66208 0.55428 0.53565 0.60618 0.55376 0.34086 0.22033 0.19216 0.37260 0.17549 0.07074 0.28059 0.09927 0.27775 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.05762 -0.00214 IMPORTANCES OF NEW AXES 1.02377 1.02377 SUBJECT 15 ========== S (VECTOR OF SCALE VALUES) 0.33111 0.21425 0.05843 -0.05843 -0.17530 0.37007 0.29216 0.25320 0.13634 0.09739 0.17530 -0.13634 -0.25320 -0.33111 -0.01948 -0.25320 -0.37007 -0.01948 -0.25320 -0.05843 BETA 0.65972 -1.78511 0.14393 0.69808 R (CORRELATION)= 0.97333 DSQ 0.85939 0.63314 0.46988 0.36960 0.33230 0.92634 0.76484 0.66414 0.62423 0.64512 0.64787 0.43239 0.27989 0.19037 0.49714 0.29242 0.15069 0.40720 0.21326 0.37807 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.27859 -0.10309 IMPORTANCES OF NEW AXES 0.69808 0.69808 SUBJECT 16 ========== S (VECTOR OF SCALE VALUES) 0.34220 0.10065 -0.10065 -0.30194 -0.38246 0.38246 0.26168 0.22142 0.18116 0.22142 0.14090 -0.06039 -0.18116 -0.26168 0.06039 -0.10065 -0.34220 0.02013 -0.14090 -0.06039 BETA 0.51688 -1.22229 0.33664 0.33407 R (CORRELATION)= 0.98649 DSQ 0.96777 0.76285 0.58807 0.44343 0.32893 1.07814 0.98255 0.91605 0.87864 0.87033 0.84823 0.64846 0.47884 0.33935 0.75779 0.56318 0.39870 0.69644 0.50698 0.66419 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.82939 -0.50384 IMPORTANCES OF NEW AXES 0.33407 0.33407 SUBJECT 17 ========== S (VECTOR OF SCALE VALUES) 0.30342 0.10114 0.06068 0.02023 -0.10114 0.34387 0.22251 0.26296 0.22251 0.30342 0.02023 -0.18205 -0.26296 -0.26296 -0.06068 -0.34387 -0.34387 -0.02023 -0.30342 0.02023 BETA 0.63034 -2.06495 0.17738 1.07664 R (CORRELATION)= 0.96592 DSQ 0.67360 0.44691 0.31735 0.28494 0.34967 0.75355 0.60344 0.54709 0.58451 0.71569 0.44633 0.23624 0.12330 0.10749 0.31282 0.11934 0.02300 0.27308 0.09621 0.32710 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.95898 -0.08238 IMPORTANCES OF NEW AXES 1.07664 1.07664 SUBJECT 18 ========== S (VECTOR OF SCALE VALUES) 0.39012 0.22586 0.14373 -0.06160 -0.10266 0.34905 0.26692 0.10266 0.06160 0.10266 0.22586 -0.10266 -0.22586 -0.22586 0.02053 -0.30799 -0.39012 -0.10266 -0.34905 -0.02053 BETA 0.69670 -1.93614 0.03277 0.80138 R (CORRELATION)= 0.96397 DSQ 0.87388 0.65029 0.49900 0.42002 0.41334 0.91309 0.72621 0.60912 0.56182 0.58431 0.62956 0.41833 0.27940 0.21278 0.45504 0.25617 0.12960 0.35030 0.16379 0.31536 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.20801 -0.02045 IMPORTANCES OF NEW AXES 0.80138 0.80138 SUBJECT 19 ========== S (VECTOR OF SCALE VALUES) 0.37120 0.29305 0.17583 0.05861 0.05861 0.33212 0.25398 0.17583 0.01954 -0.01954 0.17583 -0.05861 -0.13676 -0.17583 -0.05861 -0.29305 -0.33212 -0.21490 -0.37120 -0.25398 BETA 0.72179 -2.02790 -0.15940 0.86488 R (CORRELATION)= 0.97660 DSQ 0.91213 0.70623 0.57837 0.52854 0.55675 0.90084 0.68094 0.53636 0.46711 0.47318 0.63025 0.43769 0.32317 0.28668 0.42369 0.24447 0.14329 0.29245 0.12658 0.23654 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.17235 0.09215 IMPORTANCES OF NEW AXES 0.86488 0.86488 SUBJECT 20 ========== S (VECTOR OF SCALE VALUES) 0.30903 0.06181 -0.14421 -0.02060 0.14421 0.35024 0.14421 0.02060 0.10301 0.22662 -0.06181 -0.22662 -0.22662 -0.02060 -0.10301 -0.35024 -0.39144 0.10301 -0.30903 0.39144 BETA 0.49084 -1.88966 0.11019 1.16242 R (CORRELATION)= 0.81494 DSQ 0.48892 0.31214 0.24023 0.27320 0.41105 0.54773 0.42610 0.40572 0.48656 0.66865 0.28399 0.12514 0.07116 0.12206 0.18030 0.03937 0.00332 0.17784 0.05484 0.27662 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.81282 -0.04740 IMPORTANCES OF NEW AXES 1.16242 1.16242 SUBJECT 21 ========== S (VECTOR OF SCALE VALUES) 0.33011 0.25244 0.05826 -0.01942 -0.01942 0.36895 0.29128 0.21360 0.13593 0.09709 0.17477 -0.17477 -0.21360 -0.25244 -0.01942 -0.29128 -0.36895 -0.09709 -0.33011 -0.13593 BETA 0.70952 -2.05960 0.03337 0.91673 R (CORRELATION)= 0.97640 DSQ 0.84545 0.61649 0.47024 0.40670 0.42587 0.88666 0.69604 0.58526 0.55432 0.60321 0.58913 0.37431 0.24220 0.19280 0.41265 0.21197 0.09400 0.31601 0.12946 0.29920 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.12334 -0.01820 IMPORTANCES OF NEW AXES 0.91673 0.91673 SUBJECT 22 ========== S (VECTOR OF SCALE VALUES) 0.13226 -0.17895 -0.10114 -0.02334 0.09336 0.13226 0.01556 0.17117 0.28787 0.36567 -0.17895 -0.33455 -0.29565 -0.17895 0.09336 -0.25675 -0.33455 0.32677 -0.06224 0.32677 BETA 0.22691 -1.23865 0.33278 0.94185 R (CORRELATION)= 0.83231 DSQ 0.22672 0.10178 0.06182 0.10683 0.23682 0.33537 0.31612 0.37890 0.52370 0.75053 0.13998 0.02956 0.00412 0.06366 0.13526 0.03937 0.02846 0.21256 0.13120 0.37189 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.65757 -0.17666 IMPORTANCES OF NEW AXES 0.94185 0.94185 SUBJECT 23 ========== S (VECTOR OF SCALE VALUES) 0.33162 0.21458 0.13655 0.01951 0.01951 0.37063 0.29260 0.25359 0.13655 0.09753 0.05852 -0.13655 -0.21458 -0.25359 -0.05852 -0.29260 -0.37063 -0.09753 -0.33162 -0.17556 BETA 0.71188 -2.12632 0.00079 0.98995 R (CORRELATION)= 0.96893 DSQ 0.82629 0.60012 0.46327 0.41573 0.45751 0.85968 0.66380 0.55412 0.53067 0.59343 0.55946 0.34856 0.22697 0.19471 0.37884 0.18321 0.07689 0.28444 0.10408 0.27626 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.07395 -0.00040 IMPORTANCES OF NEW AXES 0.98995 0.98995 SUBJECT 24 ========== S (VECTOR OF SCALE VALUES) 0.29128 0.01942 -0.13593 -0.21360 -0.33011 0.36895 0.33011 0.25244 0.13593 0.21360 0.17477 -0.05826 -0.25244 -0.36895 0.09709 -0.13593 -0.29128 0.05826 -0.13593 -0.01942 BETA 0.50696 -1.22218 0.35576 0.35316 R (CORRELATION)= 0.99041 DSQ 0.91037 0.70560 0.53269 0.39165 0.28247 1.02588 0.93551 0.87589 0.84704 0.84894 0.79469 0.59537 0.42791 0.29231 0.70977 0.51589 0.35388 0.65560 0.46717 0.63219 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.73036 -0.50369 IMPORTANCES OF NEW AXES 0.35316 0.35316 SUBJECT 25 ========== S (VECTOR OF SCALE VALUES) 0.33069 0.25242 0.05675 0.01761 -0.06066 0.36982 0.29155 0.21328 0.13501 0.09588 0.17415 -0.09979 -0.25633 -0.25633 -0.06066 -0.29547 -0.37373 -0.17806 -0.29547 -0.06066 BETA 0.70471 -2.04338 0.04137 0.90753 R (CORRELATION)= 0.97287 DSQ 0.84032 0.61183 0.46523 0.40050 0.41766 0.88344 0.69524 0.58607 0.55594 0.60485 0.58707 0.37259 0.23998 0.18925 0.41287 0.21238 0.09377 0.31770 0.13120 0.30156 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.12579 -0.02279 IMPORTANCES OF NEW AXES 0.90753 0.90753 SUBJECT 26 ========== S (VECTOR OF SCALE VALUES) 0.33212 0.13676 0.05861 -0.09768 -0.09768 0.37120 0.29305 0.25398 0.21490 0.17583 0.09768 -0.13676 -0.29305 -0.37120 -0.01954 -0.21490 -0.33212 -0.09768 -0.25398 -0.01954 BETA 0.65191 -1.90726 0.18028 0.85208 R (CORRELATION)= 0.97855 DSQ 0.76919 0.53844 0.38457 0.30757 0.30745 0.84770 0.69279 0.61209 0.60559 0.67331 0.55322 0.33561 0.19487 0.13102 0.41145 0.20698 0.07939 0.34389 0.15256 0.35053 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.11918 -0.10579 IMPORTANCES OF NEW AXES 0.85208 0.85208 SUBJECT 27 ========== S (VECTOR OF SCALE VALUES) 0.33469 0.25594 0.09844 0.01969 -0.09844 0.37406 0.29531 0.21656 0.05906 0.01969 0.17719 -0.01969 -0.17719 -0.25594 0.01969 -0.29531 -0.37406 -0.09844 -0.33469 -0.21656 BETA 0.70594 -1.86613 -0.01237 0.70461 R (CORRELATION)= 0.97615 DSQ 0.95302 0.73398 0.57851 0.48661 0.45828 0.97905 0.78384 0.64998 0.57749 0.56637 0.70730 0.49913 0.35453 0.27350 0.52295 0.32565 0.19191 0.39997 0.21353 0.33835 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.32422 0.00877 IMPORTANCES OF NEW AXES 0.70461 0.70461 SUBJECT 28 ========== S (VECTOR OF SCALE VALUES) 0.06411 -0.25645 -0.17631 -0.29652 -0.13624 0.34461 0.18432 0.34461 0.22440 0.34461 -0.09617 0.02404 -0.09617 -0.09617 0.06411 -0.37666 -0.25645 0.10418 -0.17631 0.26447 BETA 0.29100 -1.08610 0.41597 0.63292 R (CORRELATION)= 0.85881 DSQ 0.32560 0.17401 0.07953 0.04215 0.06188 0.45471 0.43025 0.46091 0.54669 0.68759 0.25578 0.11395 0.02924 0.00162 0.24108 0.10902 0.03406 0.28150 0.15920 0.37705 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.85801 -0.32861 IMPORTANCES OF NEW AXES 0.63292 0.63292 SUBJECT 29 ========== S (VECTOR OF SCALE VALUES) 0.33892 -0.01994 0.05981 0.17943 0.25917 0.37879 -0.09968 0.05981 0.21930 0.29904 -0.25917 -0.29904 -0.09968 0.01994 -0.21930 -0.37879 -0.21930 -0.05981 -0.25917 0.09968 BETA 0.47559 -2.12125 -0.06088 1.46698 R (CORRELATION)= 0.88270 DSQ 0.48226 0.32941 0.30892 0.42079 0.66501 0.49816 0.35661 0.34283 0.45680 0.69854 0.23558 0.10536 0.10750 0.24199 0.11666 0.00907 0.03383 0.12550 0.04054 0.26211 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.72300 0.02075 IMPORTANCES OF NEW AXES 1.46698 1.46698 SUBJECT 30 ========== S (VECTOR OF SCALE VALUES) 0.33162 0.25359 0.09753 -0.05852 -0.09753 0.37063 0.29260 0.17556 0.13655 0.05852 0.17556 -0.01951 -0.21458 -0.25359 0.05852 -0.29260 -0.37063 -0.13655 -0.33162 -0.17556 BETA 0.70235 -1.89058 0.03159 0.73777 R (CORRELATION)= 0.97842 DSQ 0.92062 0.69629 0.53852 0.44732 0.42268 0.95888 0.77048 0.64635 0.58646 0.59083 0.67936 0.46640 0.32001 0.24019 0.50234 0.30077 0.16576 0.38959 0.19939 0.34108 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.28128 -0.02141 IMPORTANCES OF NEW AXES 0.73777 0.73777 SUBJECT 31 ========== S (VECTOR OF SCALE VALUES) 0.37819 0.13933 0.05971 -0.09952 -0.01990 0.33838 0.25876 0.25876 0.21895 0.21895 0.05971 -0.13933 -0.21895 -0.29857 -0.01990 -0.29857 -0.37819 -0.09952 -0.25876 -0.09952 BETA 0.67734 -2.08397 0.12798 1.00539 R (CORRELATION)= 0.98072 DSQ 0.76006 0.52684 0.38433 0.33253 0.37144 0.82709 0.65775 0.57597 0.58174 0.67508 0.51866 0.30095 0.17395 0.13766 0.36483 0.16263 0.05113 0.29856 0.11186 0.31984 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.03640 -0.06365 IMPORTANCES OF NEW AXES 1.00539 1.00539 SUBJECT 32 ========== S (VECTOR OF SCALE VALUES) 0.31017 0.11509 -0.00195 -0.04097 -0.00195 0.34919 0.23214 0.23214 0.15411 0.19313 0.07608 0.23214 -0.27506 -0.19703 -0.04097 -0.31407 -0.35309 -0.19703 -0.39210 -0.07998 BETA 0.66270 -2.00225 0.05672 0.94499 R (CORRELATION)= 0.92239 DSQ 0.75777 0.53935 0.40619 0.35829 0.39565 0.80431 0.62947 0.53693 0.52669 0.59874 0.51520 0.31136 0.19278 0.15945 0.35494 0.16567 0.06166 0.27697 0.10228 0.28131 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.05941 -0.03001 IMPORTANCES OF NEW AXES 0.94499 0.94499 SUBJECT 33 ========== S (VECTOR OF SCALE VALUES) 0.36895 0.29128 0.17477 0.13593 0.01942 0.33011 0.25244 0.09709 0.05826 -0.01942 0.21360 -0.13593 -0.21360 -0.25244 -0.05826 -0.29128 -0.36895 -0.13593 -0.33011 -0.13593 BETA 0.71511 -2.03109 -0.11369 0.87987 R (CORRELATION)= 0.96187 DSQ 0.88616 0.67589 0.54501 0.49352 0.52141 0.88724 0.67530 0.53999 0.48130 0.49925 0.61116 0.41446 0.29715 0.25923 0.41279 0.22967 0.12593 0.29105 0.12149 0.24594 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.15419 0.06460 IMPORTANCES OF NEW AXES 0.87987 0.87987 SUBJECT 34 ========== S (VECTOR OF SCALE VALUES) 0.34905 0.06160 -0.06160 -0.14373 -0.10266 0.26692 0.14373 0.06160 0.10266 0.14373 0.06160 -0.14373 -0.30799 -0.18479 0.14373 -0.26692 -0.39012 0.26692 -0.34905 0.34905 BETA 0.46694 -1.40519 0.23492 0.64994 R (CORRELATION)= 0.79237 DSQ 0.54200 0.36190 0.24044 0.17762 0.17345 0.62739 0.53064 0.49050 0.50696 0.58002 0.39867 0.22860 0.11717 0.06437 0.31195 0.15190 0.05049 0.28183 0.13181 0.30832 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.08101 -0.18073 IMPORTANCES OF NEW AXES 0.64994 0.64994 SUBJECT 35 ========== S (VECTOR OF SCALE VALUES) 0.33784 0.09937 0.05962 0.25835 0.29810 0.37759 0.01987 -0.05962 0.09937 0.21861 -0.25835 -0.25835 -0.09937 0.13911 -0.37759 -0.29810 -0.05962 -0.25835 -0.21861 -0.01987 BETA 0.46564 -2.03951 -0.22579 1.40158 R (CORRELATION)= 0.87283 DSQ 0.49787 0.37116 0.37091 0.49711 0.74977 0.46799 0.30701 0.26809 0.35123 0.55644 0.23644 0.13135 0.15271 0.30053 0.09708 0.01360 0.05658 0.07978 0.01792 0.18454 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.72757 0.08055 IMPORTANCES OF NEW AXES 1.40158 1.40158 SUBJECT 36 ========== S (VECTOR OF SCALE VALUES) 0.06288 -0.27249 -0.06288 0.02096 0.18865 0.14673 0.02096 0.23057 0.35634 0.39826 -0.35634 -0.39826 -0.18865 0.14673 -0.06288 -0.27249 -0.14673 -0.02096 -0.06288 0.27249 BETA 0.15242 -1.31515 0.21766 1.18633 R (CORRELATION)= 0.87186 DSQ 0.17739 0.08734 0.10433 0.22836 0.45942 0.25580 0.24045 0.32842 0.51971 0.81431 0.07702 0.00527 0.04056 0.18288 0.07997 0.02652 0.08010 0.18623 0.15108 0.39582 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.55429 -0.09174 IMPORTANCES OF NEW AXES 1.18633 1.18633 SUBJECT 37 ========== S (VECTOR OF SCALE VALUES) 0.42843 0.18244 0.14144 0.10044 0.01845 0.30543 0.14144 0.14144 0.18244 0.22344 -0.18654 -0.30953 -0.35053 -0.35053 0.01845 -0.22754 -0.26854 -0.10454 -0.14554 0.05945 BETA 0.58696 -1.99468 0.08155 1.08891 R (CORRELATION)= 0.86148 DSQ 0.61591 0.41506 0.31246 0.30811 0.40201 0.66881 0.51745 0.46093 0.49924 0.63238 0.38651 0.20246 0.11666 0.12910 0.25195 0.08470 0.01569 0.21222 0.06176 0.26733 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.91591 -0.03745 IMPORTANCES OF NEW AXES 1.08891 1.08891 SUBJECT 38 ========== S (VECTOR OF SCALE VALUES) 0.33625 0.17802 -0.01978 0.09890 0.25714 0.37581 0.09890 0.09890 0.17802 0.29670 -0.01978 -0.21758 -0.21758 -0.09890 -0.17802 -0.29670 -0.37581 -0.13846 -0.33625 -0.01978 BETA 0.65789 -2.44812 -0.04733 1.47054 R (CORRELATION)= 0.98368 DSQ 0.67715 0.46770 0.39092 0.44683 0.63541 0.70204 0.51288 0.45178 0.51875 0.71379 0.38259 0.19582 0.14173 0.22032 0.21611 0.05202 0.02061 0.17769 0.03628 0.26734 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.83239 0.01609 IMPORTANCES OF NEW AXES 1.47054 1.47054 SUBJECT 39 ========== S (VECTOR OF SCALE VALUES) 0.38623 0.34557 0.22361 0.14230 0.10164 0.30492 0.18295 0.06098 0.06098 0.02033 0.02033 -0.18295 -0.22361 -0.22361 -0.10164 -0.34557 -0.38623 -0.10164 -0.30492 0.02033 BETA 0.68063 -2.12739 -0.12858 1.06092 R (CORRELATION)= 0.91800 DSQ 0.77449 0.57433 0.46989 0.46117 0.54817 0.77284 0.56771 0.45496 0.43462 0.50667 0.49332 0.30952 0.22145 0.22909 0.30455 0.13712 0.06540 0.20817 0.05710 0.20419 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 1.00262 0.06060 IMPORTANCES OF NEW AXES 1.06092 1.06092 SUBJECT 40 ========== S (VECTOR OF SCALE VALUES) 0.22324 -0.06088 -0.10147 -0.22324 -0.22324 0.34500 0.22324 0.18265 0.18265 0.38559 0.06088 -0.18265 -0.18265 -0.10147 0.02029 -0.34500 -0.38559 0.14206 -0.18265 0.22324 BETA 0.44311 -1.47306 0.36545 0.76972 R (CORRELATION)= 0.92308 DSQ 0.48658 0.29446 0.17180 0.11857 0.13480 0.60815 0.53519 0.52926 0.59037 0.71851 0.35846 0.17821 0.06741 0.02606 0.29737 0.12899 0.03007 0.30331 0.14681 0.37629 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.95688 -0.23739 IMPORTANCES OF NEW AXES 0.76972 0.76972 AVERAGE SUBJECT =============== S (VECTOR OF SCALE VALUES) 0.31459 0.11101 0.02737 -0.00193 0.03700 0.33359 0.19910 0.16319 0.15532 0.19551 0.01785 -0.16682 -0.21900 -0.19335 -0.05595 -0.28755 -0.31743 -0.05806 -0.25865 0.00421 BETA 0.57993 -1.90426 0.07362 1.00000 R (CORRELATION)= 0.98082 DSQ 0.62114 0.42459 0.31826 0.30216 0.37628 0.67056 0.52029 0.45712 0.48104 0.59204 0.39921 0.21808 0.12718 0.12650 0.26437 0.09866 0.02319 0.21662 0.06634 0.25596 ************************************************************************************************************************ IDEAL POINT WITH RESPECT TO OLD AXES 0.95213 -0.03681 IMPORTANCES OF NEW AXES 1.00000 1.00000 STIMULI COORDINATES DIMENSION 1 2 STIMULI 1 0.16933 -0.12822 2 0.33866 -0.25644 3 0.50799 -0.38465 4 0.67732 -0.51287 5 0.84664 -0.64109 6 0.15300 0.14191 7 0.30599 0.28381 8 0.45899 0.42572 9 0.61199 0.56762 10 0.76498 0.70953 11 0.32233 0.01369 12 0.49165 -0.11453 13 0.66098 -0.24275 14 0.83031 -0.37097 15 0.47532 0.15559 16 0.64465 0.02737 17 0.81398 -0.10084 18 0.62832 0.29750 19 0.79765 0.16928 20 0.78132 0.43940 COORDINATES OF IDEAL POINTS DIMENSION 1 2 SUBJECTS 1 0.88097 0.05364 2 0.84649 0.01823 3 1.28927 -0.10245 4 0.80437 0.01159 5 0.72490 0.01542 6 1.14371 -0.02184 7 1.20209 0.19206 8 0.69233 -0.14759 9 0.68814 -0.03383 10 0.93833 -0.02900 11 0.96789 0.00274 12 1.01182 -0.11532 13 0.74834 -0.03555 14 1.05762 -0.00214 15 1.27859 -0.10309 16 1.82939 -0.50384 17 0.95898 -0.08238 18 1.20801 -0.02045 19 1.17235 0.09215 20 0.81282 -0.04740 21 1.12334 -0.01820 22 0.65757 -0.17666 23 1.07395 -0.00040 24 1.73036 -0.50369 25 1.12579 -0.02279 26 1.11918 -0.10579 27 1.32422 0.00877 28 0.85801 -0.32861 29 0.72300 0.02075 30 1.28128 -0.02141 31 1.03640 -0.06365 32 1.05941 -0.03001 33 1.15419 0.06460 34 1.08101 -0.18073 35 0.72757 0.08055 36 0.55429 -0.09174 37 0.91591 -0.03745 38 0.83239 0.01609 39 1.00262 0.06060 40 0.95688 -0.23739 41 0.95213 -0.03681 SUBJECT 41 IS THE AVERAGE SUBJECT WEIGHTS OF AXES DIMENSION 1 2 SUBJECTS 1 1.17872 1.17872 2 1.44691 1.44691 3 0.68896 0.68896 4 1.40346 1.40346 5 1.54983 1.54983 6 0.88773 0.88773 7 0.78596 0.78596 8 1.08130 1.08130 9 1.26165 1.26165 10 1.18048 1.18048 11 1.16471 1.16471 12 0.95424 0.95424 13 1.49298 1.49298 14 1.02377 1.02377 15 0.69808 0.69808 16 0.33407 0.33407 17 1.07664 1.07664 18 0.80138 0.80138 19 0.86488 0.86488 20 1.16242 1.16242 21 0.91673 0.91673 22 0.94185 0.94185 23 0.98995 0.98995 24 0.35316 0.35316 25 0.90753 0.90753 26 0.85208 0.85208 27 0.70461 0.70461 28 0.63292 0.63292 29 1.46698 1.46698 30 0.73777 0.73777 31 1.00539 1.00539 32 0.94499 0.94499 33 0.87987 0.87987 34 0.64994 0.64994 35 1.40158 1.40158 36 1.18633 1.18633 37 1.08891 1.08891 38 1.47054 1.47054 39 1.06092 1.06092 40 0.76972 0.76972 41 1.00000 1.00000 SUBJECT 41 IS THE AVERAGE SUBJECT FITTING VALUES 1 2 3 4 5 6 7 8 9 10 1 0.3800 0.2638 0.3326 0.3716 0.3329 0.3182 0.3752 0.1475 0.3331 0.3363 2 0.1400 0.0609 0.2152 0.0198 0.0159 0.2416 0.2962 -0.1475 -0.1372 0.2176 3 0.1000 0.0609 -0.0196 0.0638 0.0555 0.1265 0.2172 -0.1475 -0.2156 0.0593 4 0.2200 0.1015 -0.1761 0.1078 0.1744 -0.0652 0.1382 -0.1475 0.0588 0.0198 5 0.3000 0.3044 -0.0978 0.2837 0.2932 -0.0268 0.1382 0.1054 0.2548 0.0989 6 0.3400 0.3856 0.3718 0.3716 0.2140 0.3566 0.3357 0.2739 0.3723 0.3363 7 0.1000 0.1826 0.2935 0.0198 0.0555 0.2799 0.2172 0.1897 0.1372 0.2967 8 0.0200 0.1421 0.2152 0.1517 0.1347 0.2032 0.0592 0.2739 -0.0196 0.0989 9 -0.0600 0.1826 0.1370 0.2397 0.2536 0.1265 -0.0987 0.3582 0.2156 0.1385 10 0.0600 0.2638 0.0978 0.1957 0.4121 0.1265 -0.0987 0.4004 0.2939 0.2967 11 -0.0600 0.0203 0.1761 -0.1122 -0.1427 0.2032 0.1777 -0.3582 -0.1764 -0.0198 12 -0.1800 -0.1826 -0.0978 -0.3321 -0.3804 -0.1035 0.0197 -0.2739 -0.3723 -0.1780 13 -0.2200 -0.1826 -0.2544 -0.0682 -0.1427 -0.2186 -0.0592 -0.2739 -0.3331 -0.2571 14 -0.3000 -0.1826 -0.2544 -0.2001 -0.0634 -0.2952 -0.1382 -0.1054 0.0588 -0.3758 15 -0.1000 -0.1015 0.0978 -0.1561 -0.3012 -0.0268 -0.1382 0.0211 -0.2548 -0.1385 16 -0.3000 -0.3450 -0.2544 -0.3760 -0.1823 -0.2952 -0.2172 -0.3161 -0.2939 -0.2571 17 -0.3400 -0.3856 -0.3718 -0.2881 -0.1823 -0.3719 -0.2962 -0.1054 -0.0588 -0.3363 18 0.0200 -0.1826 0.0196 -0.0682 -0.2219 -0.1419 -0.2567 0.0211 -0.0588 -0.0198 19 -0.3400 -0.3044 -0.3326 -0.2881 -0.2615 -0.2952 -0.3752 -0.0632 0.0588 -0.2571 20 0.2200 -0.1015 -0.0978 0.0638 -0.0634 -0.1419 -0.2962 0.1475 0.1372 -0.0593 11 12 13 14 15 16 17 18 19 20 1 0.3723 0.3405 0.2596 0.3741 0.3311 0.3422 0.3034 0.3901 0.3712 0.3090 2 0.2156 0.0601 0.0200 0.2166 0.2142 0.1006 0.1011 0.2259 0.2930 0.0618 3 0.0980 -0.1002 -0.0599 0.0984 0.0584 -0.1006 0.0607 0.1437 0.1758 -0.1442 4 0.0588 -0.0200 0.0200 0.0197 -0.0584 -0.3019 0.0202 -0.0616 0.0586 -0.0206 5 0.0980 -0.1002 0.2995 0.0197 -0.1753 -0.3825 -0.1011 -0.1027 0.0586 0.1442 6 0.3331 0.3405 0.2596 0.3347 0.3701 0.3825 0.3439 0.3491 0.3321 0.3502 7 0.2939 0.2604 0.1398 0.2953 0.2922 0.2617 0.2225 0.2669 0.2540 0.1442 8 0.2156 0.1803 0.1398 0.2166 0.2532 0.2214 0.2630 0.1027 0.1758 0.0206 9 0.0980 0.2204 0.2995 0.0984 0.1363 0.1812 0.2225 0.0616 0.0195 0.1030 10 0.1764 0.2604 0.3794 0.1772 0.0974 0.2214 0.3034 0.1027 -0.0195 0.2266 11 -0.0588 0.1803 -0.0599 0.0984 0.1753 0.1409 0.0202 0.2259 0.1758 -0.0618 12 -0.1764 -0.1803 -0.3395 -0.1378 -0.1363 -0.0604 -0.1821 -0.1027 -0.0586 -0.2266 13 -0.2156 -0.3405 -0.2995 -0.2166 -0.2532 -0.1812 -0.2630 -0.2259 -0.1368 -0.2266 14 -0.2548 -0.2604 -0.1398 -0.2559 -0.3311 -0.2617 -0.2630 -0.2259 -0.1758 -0.0206 15 -0.0588 -0.0200 -0.1398 -0.0591 -0.0195 0.0604 -0.0607 0.0205 -0.0586 -0.1030 16 -0.2939 -0.3005 -0.3395 -0.2953 -0.2532 -0.1006 -0.3439 -0.3080 -0.2930 -0.3502 17 -0.3723 -0.3405 -0.2995 -0.3741 -0.3701 -0.3422 -0.3439 -0.3901 -0.3321 -0.3914 18 -0.1372 0.0200 -0.0599 -0.0984 -0.0195 0.0201 -0.0202 -0.1027 -0.2149 0.1030 19 -0.3331 -0.2604 -0.1797 -0.2953 -0.2532 -0.1409 -0.3034 -0.3491 -0.3712 -0.3090 20 -0.0588 0.0601 0.0998 -0.2166 -0.0584 -0.0604 0.0202 -0.0205 -0.2540 0.3914 21 22 23 24 25 26 27 28 29 30 1 0.3301 0.1323 0.3316 0.2913 0.3307 0.3321 0.3347 0.0641 0.3389 0.3316 2 0.2524 -0.1789 0.2146 0.0194 0.2524 0.1368 0.2559 -0.2565 -0.0199 0.2536 3 0.0583 -0.1011 0.1365 -0.1359 0.0567 0.0586 0.0984 -0.1763 0.0598 0.0975 4 -0.0194 -0.0233 0.0195 -0.2136 0.0176 -0.0977 0.0197 -0.2965 0.1794 -0.0585 5 -0.0194 0.0934 0.0195 -0.3301 -0.0607 -0.0977 -0.0984 -0.1362 0.2592 -0.0975 6 0.3689 0.1323 0.3706 0.3689 0.3698 0.3712 0.3741 0.3446 0.3788 0.3706 7 0.2913 0.0156 0.2926 0.3301 0.2916 0.2930 0.2953 0.1843 -0.0997 0.2926 8 0.2136 0.1712 0.2536 0.2524 0.2133 0.2540 0.2166 0.3446 0.0598 0.1756 9 0.1359 0.2879 0.1365 0.1359 0.1350 0.2149 0.0591 0.2244 0.2193 0.1365 10 0.0971 0.3657 0.0975 0.2136 0.0959 0.1758 0.0197 0.3446 0.2990 0.0585 11 0.1748 -0.1789 0.0585 0.1748 0.1741 0.0977 0.1772 -0.0962 -0.2592 0.1756 12 -0.1748 -0.3346 -0.1365 -0.0583 -0.0998 -0.1368 -0.0197 0.0240 -0.2990 -0.0195 13 -0.2136 -0.2957 -0.2146 -0.2524 -0.2563 -0.2930 -0.1772 -0.0962 -0.0997 -0.2146 14 -0.2524 -0.1789 -0.2536 -0.3689 -0.2563 -0.3712 -0.2559 -0.0962 0.0199 -0.2536 15 -0.0194 0.0934 -0.0585 0.0971 -0.0607 -0.0195 0.0197 0.0641 -0.2193 0.0585 16 -0.2913 -0.2567 -0.2926 -0.1359 -0.2955 -0.2149 -0.2953 -0.3767 -0.3788 -0.2926 17 -0.3689 -0.3346 -0.3706 -0.2913 -0.3737 -0.3321 -0.3741 -0.2565 -0.2193 -0.3706 18 -0.0971 0.3268 -0.0975 0.0583 -0.1781 -0.0977 -0.0984 0.1042 -0.0598 -0.1365 19 -0.3301 -0.0622 -0.3316 -0.1359 -0.2955 -0.2540 -0.3347 -0.1763 -0.2592 -0.3316 20 -0.1359 0.3268 -0.1756 -0.0194 -0.0607 -0.0195 -0.2166 0.2645 0.0997 -0.1756 31 32 33 34 35 36 37 38 39 40 1 0.3782 0.3102 0.3689 0.3491 0.3378 0.0629 0.4284 0.3363 0.3862 0.2232 2 0.1393 0.1151 0.2913 0.0616 0.0994 -0.2725 0.1824 0.1780 0.3456 -0.0609 3 0.0597 -0.0020 0.1748 -0.0616 0.0596 -0.0629 0.1414 -0.0198 0.2236 -0.1015 4 -0.0995 -0.0410 0.1359 -0.1437 0.2584 0.0210 0.1004 0.0989 0.1423 -0.2232 5 -0.0199 -0.0020 0.0194 -0.1027 0.2981 0.1886 0.0184 0.2571 0.1016 -0.2232 6 0.3384 0.3492 0.3301 0.2669 0.3776 0.1467 0.3054 0.3758 0.3049 0.3450 7 0.2588 0.2321 0.2524 0.1437 0.0199 0.0210 0.1414 0.0989 0.1830 0.2232 8 0.2588 0.2321 0.0971 0.0616 -0.0596 0.2306 0.1414 0.0989 0.0610 0.1826 9 0.2190 0.1541 0.0583 0.1027 0.0994 0.3563 0.1824 0.1780 0.0610 0.1826 10 0.2190 0.1931 -0.0194 0.1437 0.2186 0.3983 0.2234 0.2967 0.0203 0.3856 11 0.0597 0.0761 0.2136 0.0616 -0.2584 -0.3563 -0.1865 -0.0198 0.0203 0.0609 12 -0.1393 0.2321 -0.1359 -0.1437 -0.2584 -0.3983 -0.3095 -0.2176 -0.1830 -0.1826 13 -0.2190 -0.2751 -0.2136 -0.3080 -0.0994 -0.1886 -0.3505 -0.2176 -0.2236 -0.1826 14 -0.2986 -0.1970 -0.2524 -0.1848 0.1391 0.1467 -0.3505 -0.0989 -0.2236 -0.1015 15 -0.0199 -0.0410 -0.0583 0.1437 -0.3776 -0.0629 0.0184 -0.1780 -0.1016 0.0203 16 -0.2986 -0.3141 -0.2913 -0.2669 -0.2981 -0.2725 -0.2275 -0.2967 -0.3456 -0.3450 17 -0.3782 -0.3531 -0.3689 -0.3901 -0.0596 -0.1467 -0.2685 -0.3758 -0.3862 -0.3856 18 -0.0995 -0.1970 -0.1359 0.2669 -0.2584 -0.0210 -0.1045 -0.1385 -0.1016 0.1421 19 -0.2588 -0.3921 -0.3301 -0.3491 -0.2186 -0.0629 -0.1455 -0.3363 -0.3049 -0.1826 20 -0.0995 -0.0800 -0.1359 0.3491 -0.0199 0.2725 0.0594 -0.0198 0.0203 0.2232 41 1 0.3146 2 0.1110 3 0.0274 4 -0.0019 5 0.0370 6 0.3336 7 0.1991 8 0.1632 9 0.1553 10 0.1955 11 0.0179 12 -0.1668 13 -0.2190 14 -0.1934 15 -0.0560 16 -0.2876 17 -0.3174 18 -0.0581 19 -0.2587 20 0.0042 SQUARED DISTANCES BETWEEN IDEAL POINT AND STIMULI IDEAL SUBJECT 1 2 3 4 5 6 7 8 9 10 1 0.6359 0.4600 0.3904 0.4272 0.5703 0.6338 0.4521 0.3731 0.3967 0.5229 2 0.6945 0.4823 0.4007 0.4495 0.6290 0.7180 0.5248 0.4575 0.5163 0.7011 3 0.8646 0.6389 0.4754 0.3741 0.3349 0.9307 0.7689 0.6671 0.6254 0.6436 4 0.5934 0.4052 0.3436 0.4087 0.6004 0.6193 0.4526 0.4081 0.4859 0.6858 5 0.5103 0.3458 0.3210 0.4361 0.6910 0.5317 0.3836 0.3705 0.4923 0.7492 6 0.8529 0.6242 0.4756 0.4071 0.4188 0.8951 0.7059 0.5940 0.5594 0.6022 7 0.9189 0.7440 0.6401 0.6070 0.6449 0.8670 0.6377 0.4769 0.3845 0.3606 8 0.2962 0.1481 0.0975 0.1445 0.2891 0.4051 0.3626 0.4143 0.5601 0.8001 9 0.3508 0.2166 0.1962 0.2897 0.4970 0.4003 0.3115 0.3327 0.4637 0.7046 10 0.7097 0.4856 0.3679 0.3568 0.4522 0.7625 0.5875 0.5153 0.5459 0.6793 11 0.7627 0.5394 0.4211 0.4080 0.4999 0.7960 0.6023 0.5100 0.5192 0.6298 12 0.6775 0.4514 0.3115 0.2576 0.2898 0.7670 0.6274 0.5710 0.5976 0.7074 13 0.5133 0.3234 0.2682 0.3477 0.5619 0.5762 0.4444 0.4426 0.5709 0.8292 14 0.8241 0.5954 0.4591 0.4151 0.4635 0.8590 0.6621 0.5543 0.5356 0.6062 15 0.8594 0.6331 0.4699 0.3696 0.3323 0.9263 0.7648 0.6641 0.6242 0.6451 16 0.9678 0.7628 0.5881 0.4434 0.3289 1.0781 0.9825 0.9160 0.8786 0.8703 17 0.6736 0.4469 0.3174 0.2849 0.3497 0.7535 0.6034 0.5471 0.5845 0.7157 18 0.8739 0.6503 0.4990 0.4200 0.4133 0.9131 0.7262 0.6091 0.5618 0.5843 19 0.9121 0.7062 0.5784 0.5285 0.5568 0.9008 0.6809 0.5364 0.4671 0.4732 20 0.4889 0.3121 0.2402 0.2732 0.4110 0.5477 0.4261 0.4057 0.4866 0.6686 21 0.8454 0.6165 0.4702 0.4067 0.4259 0.8867 0.6960 0.5853 0.5543 0.6032 22 0.2267 0.1018 0.0618 0.1068 0.2368 0.3354 0.3161 0.3789 0.5237 0.7505 23 0.8263 0.6001 0.4633 0.4157 0.4575 0.8597 0.6638 0.5541 0.5307 0.5934 24 0.9104 0.7056 0.5327 0.3916 0.2825 1.0259 0.9355 0.8759 0.8470 0.8489 25 0.8403 0.6118 0.4652 0.4005 0.4177 0.8834 0.6952 0.5861 0.5559 0.6048 26 0.7692 0.5384 0.3846 0.3076 0.3075 0.8477 0.6928 0.6121 0.6056 0.6733 27 0.9530 0.7340 0.5785 0.4866 0.4583 0.9791 0.7838 0.6500 0.5775 0.5664 28 0.3256 0.1740 0.0795 0.0422 0.0619 0.4547 0.4302 0.4609 0.5467 0.6876 29 0.4823 0.3294 0.3089 0.4208 0.6650 0.4982 0.3566 0.3428 0.4568 0.6985 30 0.9206 0.6963 0.5385 0.4473 0.4227 0.9589 0.7705 0.6463 0.5865 0.5908 31 0.7601 0.5268 0.3843 0.3325 0.3714 0.8271 0.6577 0.5760 0.5817 0.6751 32 0.7578 0.5393 0.4062 0.3583 0.3957 0.8043 0.6295 0.5369 0.5267 0.5987 33 0.8862 0.6759 0.5450 0.4935 0.5214 0.8872 0.6753 0.5400 0.4813 0.4992 34 0.5420 0.3619 0.2404 0.1776 0.1734 0.6274 0.5306 0.4905 0.5070 0.5800 35 0.4979 0.3712 0.3709 0.4971 0.7498 0.4680 0.3070 0.2681 0.3512 0.5564 36 0.1774 0.0873 0.1043 0.2284 0.4594 0.2558 0.2405 0.3284 0.5197 0.8143 37 0.6159 0.4151 0.3125 0.3081 0.4020 0.6688 0.5175 0.4609 0.4992 0.6324 38 0.6772 0.4677 0.3909 0.4468 0.6354 0.7020 0.5129 0.4518 0.5187 0.7138 39 0.7745 0.5743 0.4699 0.4612 0.5482 0.7728 0.5677 0.4550 0.4346 0.5067 40 0.4866 0.2945 0.1718 0.1186 0.1348 0.6081 0.5352 0.5293 0.5904 0.7185 41 0.6211 0.4246 0.3183 0.3022 0.3763 0.6706 0.5203 0.4571 0.4810 0.5920 11 12 13 14 15 16 17 18 19 20 1 0.3697 0.2120 0.1606 0.2155 0.2062 0.0666 0.0334 0.1453 0.0239 0.1871 2 0.3976 0.2077 0.1483 0.2195 0.2266 0.0591 0.0220 0.1817 0.0365 0.2628 3 0.6534 0.4384 0.2855 0.1948 0.5023 0.2979 0.1556 0.4112 0.2174 0.3800 4 0.3261 0.1596 0.1196 0.2063 0.1811 0.0362 0.0179 0.1582 0.0350 0.2576 5 0.2512 0.1105 0.1096 0.2486 0.1270 0.0102 0.0332 0.1378 0.0449 0.2835 6 0.6000 0.3851 0.2502 0.1954 0.4245 0.2232 0.1021 0.3263 0.1387 0.3054 7 0.6333 0.4706 0.3787 0.3578 0.4162 0.2655 0.1858 0.2675 0.1290 0.1872 8 0.1762 0.0447 0.0109 0.0745 0.1503 0.0356 0.0184 0.2186 0.1206 0.3811 9 0.1717 0.0569 0.0560 0.1689 0.1024 0.0071 0.0256 0.1430 0.0672 0.2935 10 0.4501 0.2442 0.1447 0.1518 0.2933 0.1056 0.0243 0.2393 0.0698 0.2881 11 0.4855 0.2802 0.1799 0.1847 0.3098 0.1224 0.0401 0.2355 0.0661 0.2626 12 0.4695 0.2582 0.1329 0.0938 0.3447 0.1481 0.0375 0.3030 0.1211 0.3443 13 0.2746 0.1077 0.0755 0.1780 0.1658 0.0220 0.0128 0.1871 0.0663 0.3384 14 0.5538 0.3409 0.2203 0.1922 0.3726 0.1755 0.0707 0.2806 0.0993 0.2778 15 0.6479 0.4324 0.2799 0.1904 0.4971 0.2924 0.1507 0.4072 0.2133 0.3781 16 0.8482 0.6485 0.4788 0.3394 0.7578 0.5632 0.3987 0.6964 0.5070 0.6642 17 0.4463 0.2362 0.1233 0.1075 0.3128 0.1193 0.0230 0.2731 0.0962 0.3271 18 0.6296 0.4183 0.2794 0.2128 0.4550 0.2562 0.1296 0.3503 0.1638 0.3154 19 0.6302 0.4377 0.3232 0.2867 0.4237 0.2445 0.1433 0.2925 0.1266 0.2365 20 0.2840 0.1251 0.0712 0.1221 0.1803 0.0394 0.0033 0.1778 0.0548 0.2766 21 0.5891 0.3743 0.2422 0.1928 0.4126 0.2120 0.0940 0.3160 0.1295 0.2992 22 0.1400 0.0296 0.0041 0.0637 0.1353 0.0394 0.0285 0.2126 0.1312 0.3719 23 0.5595 0.3486 0.2270 0.1947 0.3788 0.1832 0.0769 0.2844 0.1041 0.2763 24 0.7947 0.5954 0.4279 0.2923 0.7098 0.5159 0.3539 0.6556 0.4672 0.6322 25 0.5871 0.3726 0.2400 0.1893 0.4129 0.2124 0.0938 0.3177 0.1312 0.3016 26 0.5532 0.3356 0.1949 0.1310 0.4114 0.2070 0.0794 0.3439 0.1526 0.3505 27 0.7073 0.4991 0.3545 0.2735 0.5230 0.3256 0.1919 0.4000 0.2135 0.3383 28 0.2558 0.1140 0.0292 0.0016 0.2411 0.1090 0.0341 0.2815 0.1592 0.3770 29 0.2356 0.1054 0.1075 0.2420 0.1167 0.0091 0.0338 0.1255 0.0405 0.2621 30 0.6794 0.4664 0.3200 0.2402 0.5023 0.3008 0.1658 0.3896 0.1994 0.3411 31 0.5187 0.3010 0.1739 0.1377 0.3648 0.1626 0.0511 0.2986 0.1119 0.3198 32 0.5152 0.3114 0.1928 0.1595 0.3549 0.1657 0.0617 0.2770 0.1023 0.2813 33 0.6112 0.4145 0.2972 0.2592 0.4128 0.2297 0.1259 0.2910 0.1215 0.2459 34 0.3987 0.2286 0.1172 0.0644 0.3120 0.1519 0.0505 0.2818 0.1318 0.3083 35 0.2364 0.1313 0.1527 0.3005 0.0971 0.0136 0.0566 0.0798 0.0179 0.1845 36 0.0770 0.0053 0.0406 0.1829 0.0800 0.0265 0.0801 0.1862 0.1511 0.3958 37 0.3865 0.2025 0.1167 0.1291 0.2520 0.0847 0.0157 0.2122 0.0618 0.2673 38 0.3826 0.1958 0.1417 0.2203 0.2161 0.0520 0.0206 0.1777 0.0363 0.2673 39 0.4933 0.3095 0.2214 0.2291 0.3046 0.1371 0.0654 0.2082 0.0571 0.2042 40 0.3585 0.1782 0.0674 0.0261 0.2974 0.1290 0.0301 0.3033 0.1468 0.3763 41 0.3992 0.2181 0.1272 0.1265 0.2644 0.0987 0.0232 0.2166 0.0663 0.2560 RESIDUALS DSQ - SHAT 1 2 3 4 5 6 7 8 9 10 1 0.2559 0.4307 0.5320 0.2218 0.1775 0.5346 0.5437 0.1487 0.0177 0.3735 2 0.3200 0.4214 0.4237 0.3854 0.3299 0.3826 0.4478 0.2956 0.3538 0.2680 3 0.2904 0.3398 0.4950 0.2799 0.2655 0.3491 0.4228 0.2450 0.4118 0.3086 4 0.2072 0.3481 0.5502 0.3009 0.2617 0.4723 0.4688 0.2920 0.2309 0.3370 5 0.2703 0.3246 0.4327 0.3167 0.3977 0.4456 0.5066 0.1837 0.2422 0.3533 6 0.2938 0.3324 0.5589 0.2477 0.3177 0.5385 0.5313 0.1312 0.0279 0.4263 7 0.3521 0.3421 0.4754 0.4328 0.3281 0.4260 0.4205 0.1730 0.1744 0.2908 8 0.3531 0.3155 0.4519 0.2564 0.2358 0.3908 0.4177 0.1403 0.3523 0.4164 9 0.4567 0.3336 0.4884 0.2462 0.2387 0.4329 0.4833 0.2019 0.2481 0.4075 10 0.4629 0.4373 0.5458 0.4901 0.3370 0.4756 0.4594 0.3997 0.4107 0.3826 11 0.4297 0.3773 0.4773 0.4383 0.3938 0.3968 0.4556 0.5344 0.3481 0.4699 12 0.3920 0.3903 0.5362 0.4916 0.4909 0.4886 0.4508 0.3187 0.4293 0.4222 13 0.3806 0.3310 0.5399 0.1878 0.2523 0.4687 0.4380 0.2848 0.3891 0.4019 14 0.5155 0.4022 0.4492 0.4065 0.3120 0.4906 0.4960 0.1799 0.1101 0.5276 15 0.3062 0.3281 0.4045 0.3372 0.4282 0.4514 0.5544 0.1292 0.3572 0.4317 16 0.3666 0.4041 0.5523 0.4122 0.1925 0.5185 0.4828 0.3516 0.3011 0.3627 17 0.3734 0.4076 0.5274 0.3060 0.2155 0.4740 0.4820 0.1237 0.0844 0.3606 18 0.1253 0.3644 0.3916 0.2264 0.3597 0.4682 0.5242 0.1976 0.2018 0.2591 19 0.3639 0.3409 0.5500 0.3230 0.3064 0.4340 0.5042 0.1838 0.0084 0.3269 20 -0.0329 0.3643 0.4779 0.1938 0.3469 0.4473 0.4835 0.2336 0.1563 0.3474 11 12 13 14 15 16 17 18 19 20 1 0.3904 0.3369 0.2538 0.4500 0.5283 0.6256 0.3702 0.4838 0.5409 0.1799 2 0.3238 0.3913 0.3035 0.3788 0.4189 0.6622 0.3458 0.4244 0.4132 0.2503 3 0.3232 0.4116 0.3281 0.3606 0.4114 0.6887 0.2567 0.3553 0.4025 0.3844 4 0.3492 0.2776 0.3277 0.3954 0.4280 0.7454 0.2647 0.4816 0.4699 0.2938 5 0.4019 0.3900 0.2624 0.4438 0.5076 0.7114 0.4508 0.5160 0.4981 0.2668 6 0.4629 0.4264 0.3166 0.5243 0.5563 0.6957 0.4097 0.5640 0.5687 0.1975 7 0.3083 0.3670 0.3046 0.3668 0.4727 0.7209 0.3809 0.4593 0.4270 0.2819 8 0.2945 0.3907 0.3029 0.3377 0.4109 0.6946 0.2841 0.5065 0.3605 0.3851 9 0.4212 0.3773 0.2714 0.4372 0.4879 0.6975 0.3620 0.5002 0.4476 0.3836 10 0.4534 0.4470 0.4498 0.4290 0.5477 0.6489 0.4123 0.4816 0.4927 0.4420 11 0.5443 0.2892 0.3345 0.4553 0.4726 0.7073 0.4261 0.4037 0.4544 0.3458 12 0.4565 0.4385 0.4471 0.4787 0.5687 0.7089 0.4183 0.5210 0.4963 0.3518 13 0.3955 0.4735 0.3750 0.4369 0.5331 0.6600 0.3863 0.5053 0.4599 0.2978 14 0.4395 0.3542 0.3178 0.4481 0.5215 0.6010 0.3705 0.4386 0.4625 0.1427 15 0.3686 0.3647 0.3056 0.4317 0.5166 0.6974 0.3735 0.4345 0.4823 0.2833 16 0.4164 0.4486 0.3614 0.4708 0.5456 0.6638 0.4632 0.5642 0.5375 0.3896 17 0.4124 0.3781 0.3123 0.4448 0.5208 0.7409 0.3669 0.5197 0.4754 0.3948 18 0.3727 0.2829 0.2470 0.3790 0.4267 0.6763 0.2933 0.4530 0.5074 0.0748 19 0.3992 0.3815 0.2460 0.3946 0.4665 0.6479 0.3996 0.5128 0.4978 0.3639 20 0.3214 0.2842 0.2386 0.4943 0.4365 0.7246 0.3069 0.3359 0.4905 -0.1148 21 22 23 24 25 26 27 28 29 30 1 0.5153 0.0945 0.4947 0.6191 0.5096 0.4371 0.6183 0.2615 0.1433 0.5890 2 0.3640 0.2807 0.3855 0.6862 0.3594 0.4017 0.4780 0.4305 0.3493 0.4427 3 0.4120 0.1630 0.3267 0.6686 0.4085 0.3260 0.4801 0.2558 0.2491 0.4410 4 0.4261 0.1302 0.3962 0.6053 0.3829 0.4053 0.4669 0.3387 0.2414 0.5058 5 0.4453 0.1435 0.4380 0.6126 0.4783 0.4051 0.5567 0.1981 0.4058 0.5202 6 0.5177 0.2031 0.4891 0.6569 0.5136 0.4765 0.6050 0.1101 0.1194 0.5882 7 0.4048 0.3006 0.3712 0.6054 0.4037 0.3997 0.4885 0.2459 0.4563 0.4779 8 0.3717 0.2077 0.3005 0.6235 0.3728 0.3581 0.4334 0.1163 0.2830 0.4708 9 0.4184 0.2358 0.3941 0.7111 0.4209 0.3907 0.5184 0.3223 0.2375 0.4499 10 0.5061 0.3849 0.4959 0.6353 0.5090 0.4975 0.5467 0.3430 0.3995 0.5323 11 0.4144 0.3189 0.5009 0.6199 0.4129 0.4555 0.5301 0.3519 0.4948 0.5038 12 0.5491 0.3641 0.4851 0.6536 0.4724 0.4724 0.5188 0.0899 0.4044 0.4859 13 0.4558 0.2998 0.4415 0.6803 0.4963 0.4879 0.5317 0.1254 0.2072 0.5346 14 0.4452 0.2426 0.4483 0.6613 0.4456 0.5022 0.5294 0.0978 0.2221 0.4938 15 0.4321 0.0419 0.4374 0.6127 0.4735 0.4310 0.5033 0.1770 0.3360 0.4438 16 0.5032 0.2961 0.4758 0.6518 0.5078 0.4219 0.6210 0.4857 0.3879 0.5934 17 0.4629 0.3630 0.4475 0.6452 0.4675 0.4115 0.5660 0.2905 0.2531 0.5364 18 0.4131 -0.1142 0.3820 0.5973 0.4958 0.4416 0.4984 0.1773 0.1853 0.5261 19 0.4596 0.1934 0.4357 0.6031 0.4267 0.4065 0.5482 0.3355 0.2997 0.5310 20 0.4351 0.0451 0.4518 0.6516 0.3622 0.3701 0.5549 0.1126 0.1624 0.5166 31 32 33 34 35 36 37 38 39 40 1 0.3819 0.4476 0.5172 0.1929 0.1600 0.1145 0.1875 0.3409 0.3883 0.2633 2 0.3875 0.4243 0.3846 0.3003 0.2718 0.3598 0.2326 0.2897 0.2288 0.3553 3 0.3246 0.4081 0.3702 0.3020 0.3113 0.1672 0.1710 0.4107 0.2463 0.2733 4 0.4321 0.3993 0.3576 0.3214 0.2388 0.2074 0.2077 0.3479 0.3189 0.3418 5 0.3913 0.3976 0.5020 0.2761 0.4517 0.2708 0.3836 0.3783 0.4465 0.3580 6 0.4887 0.4551 0.5571 0.3605 0.0904 0.1091 0.3634 0.3262 0.4679 0.2631 7 0.3990 0.3973 0.4229 0.3869 0.2871 0.2195 0.3760 0.4140 0.3848 0.3119 8 0.3172 0.3048 0.4429 0.4289 0.3277 0.0978 0.3195 0.3529 0.3940 0.3466 9 0.3628 0.3726 0.4230 0.4043 0.2519 0.1634 0.3168 0.3407 0.3736 0.4077 10 0.4561 0.4056 0.5187 0.4363 0.3378 0.4160 0.4089 0.4171 0.4863 0.3329 11 0.4590 0.4391 0.3976 0.3371 0.4948 0.4334 0.5731 0.4024 0.4730 0.2976 12 0.4403 0.0792 0.5504 0.3723 0.3897 0.4035 0.5120 0.4134 0.4925 0.3609 13 0.3929 0.4678 0.5108 0.4252 0.2521 0.2292 0.4672 0.3593 0.4451 0.2501 14 0.4362 0.3565 0.5117 0.2492 0.1614 0.0362 0.4796 0.3192 0.4527 0.1275 15 0.3847 0.3959 0.4710 0.1682 0.4747 0.1429 0.2335 0.3941 0.4062 0.2771 16 0.4612 0.4797 0.5209 0.4188 0.3117 0.2990 0.3122 0.3487 0.4827 0.4740 17 0.4293 0.4147 0.4949 0.4406 0.1162 0.2268 0.2842 0.3964 0.4516 0.4157 18 0.3981 0.4740 0.4270 0.0149 0.3381 0.2072 0.3168 0.3161 0.3098 0.1613 19 0.3706 0.4944 0.4516 0.4809 0.2365 0.2140 0.2073 0.3725 0.3620 0.3295 20 0.4194 0.3613 0.3819 -0.0407 0.2044 0.1233 0.2079 0.2871 0.1839 0.1531 41 1 0.3065 2 0.3136 3 0.2909 4 0.3041 5 0.3393 6 0.3370 7 0.3212 8 0.2939 9 0.3257 10 0.3965 11 0.3814 12 0.3849 13 0.3462 14 0.3199 15 0.3203 16 0.3862 17 0.3406 18 0.2747 19 0.3250 20 0.2517 PREFMAP TEST DATA DELBEKE DATA females STIMULUS SPACE DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 0.85 ! 5 14 17 ! 100 0.81 ! 19 20 ! 96 0.78 ! 10 ! 92 0.75 ! ! 88 0.71 ! 4 ! 84 0.68 ! 13 16 ! 80 0.64 ! 18 9 ! 76 0.61 ! ! 72 0.58 ! ! 68 0.54 ! ! 64 0.51 ! 3 12 15 ! 60 0.47 ! 8 ! 56 0.44 ! ! 52 0.41 ! ! 48 0.37 ! 2 ! 44 0.34 ! 11 7 ! 40 0.30 ! ! 36 0.27 ! ! 32 0.24 ! ! 28 0.20 ! 1 ! 24 0.17 ! 6 ! 20 0.14 ! ! 16 0.10 ! ! 12 0.07 ! ! 8 0.03 ! ! 4 DIMENSION 1 + -0.03 ! ! -4 -0.07 ! ! -8 -0.10 ! ! -12 -0.14 ! ! -16 -0.17 ! ! -20 -0.20 ! ! -24 -0.24 ! ! -28 -0.27 ! ! -32 -0.30 ! ! -36 -0.34 ! ! -40 -0.37 ! ! -44 -0.41 ! ! -48 -0.44 ! ! -52 -0.47 ! ! -56 -0.51 ! ! -60 -0.54 ! ! -64 -0.58 ! ! -68 -0.61 ! ! -72 -0.64 ! ! -76 -0.68 ! ! -80 -0.71 ! ! -84 -0.75 ! ! -88 -0.78 ! ! -92 -0.81 ! ! -96 -0.85 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -0.85-0.76-0.68-0.59-0.51-0.42-0.34-0.25-0.17-0.08 * 0.08 0.17 0.25 0.34 0.42 0.51 0.59 0.68 0.76 0.85 PREFMAP TEST DATA DELBEKE DATA females SUBJECT SPACE DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 1.83 ! 16 ! 100 1.76 ! 24 ! 96 1.68 ! ! 92 1.61 ! ! 88 1.54 ! ! 84 1.46 ! ! 80 1.39 ! 27 ! 76 1.32 ! 30 ! 72 1.24 ! 18 19 7 ! 68 1.17 ! 26 33 ! 64 1.10 ! 34 32 ! 60 1.02 ! 40 12 41 39 ! 56 0.95 ! 37 1 ! 52 0.88 ! 28 20 38 ! 48 0.80 ! 13 4 ! 44 0.73 ! 8 9 35 ! 40 0.66 ! 22 ! 36 0.59 ! 36 ! 32 0.51 ! ! 28 0.44 ! ! 24 0.37 ! ! 20 0.29 ! ! 16 0.22 ! ! 12 0.15 ! ! 8 0.07 ! ! 4 DIMENSION 1 + -0.07 ! ! -4 -0.15 ! ! -8 -0.22 ! ! -12 -0.29 ! ! -16 -0.37 ! ! -20 -0.44 ! ! -24 -0.51 ! ! -28 -0.59 ! ! -32 -0.66 ! ! -36 -0.73 ! ! -40 -0.80 ! ! -44 -0.88 ! ! -48 -0.95 ! ! -52 -1.02 ! ! -56 -1.10 ! ! -60 -1.17 ! ! -64 -1.24 ! ! -68 -1.32 ! ! -72 -1.39 ! ! -76 -1.46 ! ! -80 -1.54 ! ! -84 -1.61 ! ! -88 -1.68 ! ! -92 -1.76 ! ! -96 -1.83 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -1.83-1.65-1.46-1.28-1.10-0.91-0.73-0.55-0.37-0.18 * 0.18 0.37 0.55 0.73 0.91 1.10 1.28 1.46 1.65 1.83 POINT 41 OVERLAYS POINT(S) 17 POINT 39 OVERLAYS POINT(S) 11 POINT 38 OVERLAYS POINT(S) 2 POINT 37 OVERLAYS POINT(S) 10 POINT 35 OVERLAYS POINT(S) 29 5 POINT 32 OVERLAYS POINT(S) 31 23 14 POINT 30 OVERLAYS POINT(S) 15 3 POINT 26 OVERLAYS POINT(S) 25 21 6 SUBJECT 41 IS THE AVERAGE SUBJECT PREFMAP TEST DATA DELBEKE DATA females JOINT SUBJECT AND STIMULUS SPACE DIMENSION 2 PLOTTED AGAINST DIMENSION 1 DIMENSION 2 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 * 10 20 30 40 50 60 70 80 90 100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. 1.83 ! 36 ! 100 1.76 ! 44 ! 96 1.68 ! ! 92 1.61 ! ! 88 1.54 ! ! 84 1.46 ! ! 80 1.39 ! 47 ! 76 1.32 ! 50 ! 72 1.24 ! 38 39 27 ! 68 1.17 ! 46 53 ! 64 1.10 ! 54 52 ! 60 1.02 ! 60 32 61 59 ! 56 0.95 ! 57 21 ! 52 0.88 ! 5 48 40 58 ! 48 0.80 ! 33 24 19 20 10 ! 44 0.73 ! 4 13 28 29 55 ! 40 0.66 ! 42 16 18 9 ! 36 0.59 ! 56 ! 32 0.51 ! 3 12 15 8 ! 28 0.44 ! ! 24 0.37 ! 2 11 7 ! 20 0.29 ! ! 16 0.22 ! 1 6 ! 12 0.15 ! ! 8 0.07 ! ! 4 DIMENSION 1 + -0.07 ! ! -4 -0.15 ! ! -8 -0.22 ! ! -12 -0.29 ! ! -16 -0.37 ! ! -20 -0.44 ! ! -24 -0.51 ! ! -28 -0.59 ! ! -32 -0.66 ! ! -36 -0.73 ! ! -40 -0.80 ! ! -44 -0.88 ! ! -48 -0.95 ! ! -52 -1.02 ! ! -56 -1.10 ! ! -60 -1.17 ! ! -64 -1.24 ! ! -68 -1.32 ! ! -72 -1.39 ! ! -76 -1.46 ! ! -80 -1.54 ! ! -84 -1.61 ! ! -88 -1.68 ! ! -92 -1.76 ! ! -96 -1.83 ! !-100 .+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+....+. -1.83-1.65-1.46-1.28-1.10-0.91-0.73-0.55-0.37-0.18 * 0.18 0.37 0.55 0.73 0.91 1.10 1.28 1.46 1.65 1.83 POINT 61 OVERLAYS POINT(S) 37 POINT 59 OVERLAYS POINT(S) 31 POINT 58 OVERLAYS POINT(S) 22 POINT 57 OVERLAYS POINT(S) 30 POINT 55 OVERLAYS POINT(S) 49 25 POINT 52 OVERLAYS POINT(S) 51 43 34 POINT 50 OVERLAYS POINT(S) 35 23 POINT 48 OVERLAYS POINT(S) 14 POINT 46 OVERLAYS POINT(S) 45 41 26 POINT 40 OVERLAYS POINT(S) 17 POINTS 1 TO 20 ARE STIMULI. POINTS 21 TO 61 ARE SUBJECTS. SUBJECT 61 IS THE AVERAGE SUBJECT CORRELATION (PHASE) F RATIO (PHASE) R1 R2 R3 R4 F1 F2 F3 F4 DF 5 14 4 15 3 16 2 17 SUBJ 1 0.8484 0.8429 0.8423 0.0000 7.1927 9.2053 13.0285 0.0000 2 0.9922 0.9865 0.9855 0.0000 177.7694 135.7387 179.4754 0.0000 3 0.9764 0.9741 0.9722 0.0000 57.2740 69.5800 91.8108 0.0000 4 0.9106 0.9106 0.9089 0.0000 13.6007 18.2066 25.3387 0.0000 5 0.9375 0.9366 0.9353 0.0000 20.3354 26.8076 37.2298 0.0000 6 0.9833 0.9833 0.9762 0.0000 81.6926 109.3093 107.9647 0.0000 7 0.9887 0.9887 0.9843 0.0000 121.5118 162.7695 165.4601 0.0000 8 0.9193 0.9020 0.8876 0.0000 15.2849 16.3669 19.8067 0.0000 9 0.9467 0.9440 0.7917 0.0000 24.1918 30.6695 8.9551 0.0000 10 0.9609 0.9576 0.9562 0.0000 33.7443 41.4638 56.9569 0.0000 11 0.9659 0.9659 0.9623 0.0000 38.9433 52.1225 66.6736 0.0000 12 0.9673 0.9673 0.9671 0.0000 40.7232 54.5405 77.1069 0.0000 13 0.9710 0.9700 0.9663 0.0000 46.1505 59.7692 75.1684 0.0000 14 0.9840 0.9839 0.9778 0.0000 85.3684 113.4982 116.2731 0.0000 15 0.9777 0.9776 0.9733 0.0000 60.6774 80.8164 96.0168 0.0000 16 0.9886 0.9873 0.9865 0.0000 120.5266 145.2568 193.4472 0.0000 17 0.9717 0.9709 0.9659 0.0000 47.3663 61.5911 74.2773 0.0000 18 0.9708 0.9659 0.9640 0.0000 45.8517 52.1709 70.0415 0.0000 19 0.9853 0.9848 0.9766 0.0000 92.8718 120.7071 109.9637 0.0000 20 0.8418 0.8408 0.8149 0.0000 6.8070 9.0484 10.5455 0.0000 21 0.9818 0.9807 0.9764 0.0000 74.7001 94.4046 109.0264 0.0000 22 0.8326 0.8323 0.8323 0.0000 6.3253 8.4549 12.0244 0.0000 23 0.9807 0.9784 0.9689 0.0000 70.4115 84.1799 81.8418 0.0000 24 0.9912 0.9907 0.9904 0.0000 157.6318 197.9891 274.1804 0.0000 25 0.9759 0.9759 0.9729 0.0000 56.0962 75.0695 94.2982 0.0000 26 0.9808 0.9808 0.9786 0.0000 70.9609 95.0212 120.3479 0.0000 27 0.9892 0.9883 0.9761 0.0000 127.4575 157.7164 107.8247 0.0000 28 0.8831 0.8620 0.8588 0.0000 9.9201 10.8471 14.9889 0.0000 29 0.8995 0.8964 0.8827 0.0000 11.8738 15.3327 18.8163 0.0000 30 0.9880 0.9879 0.9784 0.0000 114.9012 152.2506 119.5630 0.0000 31 0.9840 0.9839 0.9807 0.0000 85.1932 113.8985 134.3262 0.0000 32 0.9313 0.9305 0.9224 0.0000 18.3100 24.1874 30.4147 0.0000 33 0.9710 0.9700 0.9619 0.0000 46.2574 59.7101 65.9675 0.0000 34 0.7994 0.7933 0.7924 0.0000 4.9577 6.3658 8.9975 0.0000 35 0.9218 0.9186 0.8728 0.0000 15.8273 20.2630 17.0604 0.0000 36 0.8960 0.8829 0.8719 0.0000 11.4039 13.2569 16.9011 0.0000 37 0.8798 0.8615 0.8615 0.0000 9.5935 10.7943 15.3509 0.0000 38 0.9848 0.9845 0.9837 0.0000 89.8194 118.1094 159.3854 0.0000 39 0.9347 0.9221 0.9180 0.0000 19.3555 21.2981 28.5757 0.0000 40 0.9281 0.9278 0.9231 0.0000 17.3933 23.1766 30.7196 0.0000 AVE 0.9808 0.9808 0.9808 0.0000 70.9115 94.9733 135.0726 0.0000 F RATIO (BETWEEN PHASE) F12 F13 F14 F23 F24 F34 DF 1 14 2 14 3 14 1 15 2 15 1 16 SUBJ 1 0.4623 0.2562 11.9879 0.0518 18.4106 39.0856 2 10.2720 6.0275 296.2823 1.1018 271.4774 538.4263 3 1.3605 1.2453 95.4567 1.1036 139.1600 275.4324 4 0.0055 0.1295 22.6679 0.2715 36.4132 76.0161 5 0.1958 0.2474 33.8924 0.3160 53.6152 111.6895 6 0.0124 2.9434 136.1544 6.2884 218.6186 323.8941 7 -0.0026 2.7047 202.5197 5.7995 325.5390 496.3802 8 2.8561 2.5915 25.4748 2.0708 32.7338 59.4202 9 0.7037 18.1875 40.3196 36.3901 61.3391 26.8653 10 1.1548 0.8224 56.2406 0.4849 82.9276 170.8707 11 0.0084 0.7295 64.9054 1.5532 104.2450 200.0208 12 -0.0001 0.0392 67.8720 0.0840 109.0811 231.3207 13 0.4495 1.1076 76.9175 1.8329 119.5384 225.5052 14 0.0996 2.6671 142.2806 5.5688 226.9964 348.8192 15 0.0742 1.3509 101.1290 2.8005 161.6329 288.0504 16 1.5186 1.2722 200.8776 0.9916 290.5137 580.3417 17 0.3955 1.4019 78.9438 2.5095 123.1821 222.8318 18 2.3127 1.6062 76.4195 0.8273 104.3417 210.1246 19 0.4134 4.0638 154.7864 8.0282 241.4142 329.8912 20 0.0745 1.0669 11.3450 2.1947 18.0968 31.6365 21 0.8045 2.0358 124.5001 3.3103 188.8092 327.0792 22 0.0189 0.0096 10.5421 0.0003 16.9098 36.0732 23 1.6115 4.1976 117.3524 6.5180 168.3598 245.5254 24 0.9108 0.6529 262.7197 0.3973 395.9782 822.5411 25 0.0105 0.8819 93.4937 1.8770 150.1389 282.8946 26 0.0022 0.8252 118.2682 1.7656 190.0423 361.0436 27 1.1259 8.3482 212.4292 15.4407 315.4327 323.4742 28 2.3389 1.3456 16.5334 0.3234 21.6943 44.9669 29 0.4179 1.1016 19.7896 1.8573 30.6654 56.4489 30 0.1467 5.5652 191.5020 11.6462 304.5011 358.6890 31 0.0237 1.4007 141.9886 2.9711 227.7971 402.9787 32 0.1678 0.8736 30.5166 1.6722 48.3748 91.2441 33 0.4946 2.1738 77.0957 3.9874 119.4201 197.9025 34 0.3793 0.2177 8.2629 0.0587 12.7315 26.9925 35 0.5447 4.0908 26.3788 7.8760 40.5260 51.1811 36 1.6597 1.5176 19.0065 1.3177 26.5139 50.7034 37 1.9772 0.9890 15.9891 0.0007 21.5886 46.0528 38 0.2510 0.4972 149.6991 0.7825 236.2189 478.1561 39 2.5847 1.7118 32.2592 0.7587 42.5963 85.7270 40 0.0614 0.4680 28.9889 0.9331 46.3532 92.1589 AVE -0.0004 -0.0002 118.1859 0.0000 189.9465 405.2180 ROOT MEAN SQUARE PHASE 1 0.9352 2 0.9321 3 0.9229 4 0.0000 A F - VALUE OF 1000.0 IN THE ABOVE TABLE INDICATES A POSSIBLE DIVISION BY ZERO. I.E. R IS VERY CLOSE TO 1.00 66. FINISH NORMAL END OF RUN. 66 CONTROL CARDS, 0 ERRORS, 0 WARNINGS.