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