A temporary final version. Minor adjustments and improvements are possible, but I stop here.
posted by Shunkai Fu @ 8:37 AM
Wednesday, November 24, 2004
A temporary final version. Minor adjustments and improvements are possible, but I stop here.
It is a personal BLOG on CAT but open to everyone who is interested on this field or want to know something happen behind popular computerized adaptive testing such as GRE, TOEFL, SAT etc. Author of this BLOG is a master candidate of Ecole Polytechnique de Montreal, one affiliated engineering school to University of Montreal(www.umontreal.ca).
Previous Posts
- It is an application of SEM. Here there are three ...
- What is my future plan?
- MCAT and Factor Analysis
- LISREL, AMOS and EQS
- about AMOS
- Computerized Adaptive Testing
- Welcome to Shun Kai's BLOGGER on CAT
- Introduce myself
Welcome come again!
2 Comments:
Your model contains the following variables
PhysI observed endogenous
SocI observed endogenous
PsyI observed endogenous
Soutien observed endogenous
Résol observed endogenous
ÉpuÉmo observed endogenous
DépAut observed endogenous
ACInv observed endogenous
ÉvitInv2 observed endogenous
Cofering unobserved endogenous
Stress unobserved endogenous
Epuisement unobserved endogenous
ePhy unobserved exogenous
ePsy unobserved exogenous
eSoc unobserved exogenous
eStr unobserved exogenous
eCof unobserved exogenous
eEpu unobserved exogenous
eEE unobserved exogenous
eDep unobserved exogenous
eAC unobserved exogenous
eEvi unobserved exogenous
eSou unobserved exogenous
eRes unobserved exogenous
Number of variables in your model: 24
Number of observed variables: 9
Number of unobserved variables: 15
Number of exogenous variables: 12
Number of endogenous variables: 12
Summary of Parameters
Weights Covariances Variances Means Intercepts Total
------- ----------- --------- ----- ---------- -----
Fixed: 21 0 0 0 0 21
Labeled: 0 0 0 0 0 0
Unlabeled: 3 3 12 0 0 18
------- ----------- --------- ----- ---------- -----
Total: 24 3 12 0 0 39
NOTE:
The model is recursive.
Assessment of normality
min max skew c.r. kurtosis c.r.
-------- -------- -------- -------- -------- --------
ÉvitInv2 0.333 1.500 2.876 13.440 9.950 23.247
ACInv 0.000 6.000 1.353 6.321 3.658 8.547
DépAut 0.000 5.400 1.203 5.620 0.935 2.185
ÉpuÉmo 0.000 5.556 0.806 3.768 -0.282 -0.660
Résol 0.000 3.000 -0.419 -1.957 -0.179 -0.417
Soutien 0.000 3.000 0.032 0.148 -0.652 -1.524
PsyI 1.222 4.000 0.016 0.075 -0.278 -0.649
SocI 1.100 4.000 0.270 1.260 -0.373 -0.872
PhysI 1.167 4.000 0.044 0.206 -0.781 -1.824
Multivariate 21.577 8.775
Observations farthest from the centroid (Mahalanobis distance)
Observation Mahalanobis
number d-squared p1 p2
------------- ------------- ------------- -------------
58 44.872 0.000 0.000
99 37.576 0.000 0.000
21 25.448 0.003 0.005
123 23.167 0.006 0.008
98 22.746 0.007 0.002
44 22.143 0.008 0.001
73 19.517 0.021 0.022
93 18.712 0.028 0.030
84 17.437 0.042 0.105
41 17.223 0.045 0.075
61 17.094 0.047 0.047
121 16.979 0.049 0.028
113 16.910 0.050 0.015
13 16.468 0.058 0.019
14 16.378 0.059 0.011
88 16.111 0.065 0.011
126 14.887 0.094 0.109
97 14.043 0.121 0.317
37 13.234 0.152 0.629
89 12.570 0.183 0.845
36 12.567 0.183 0.783
30 12.499 0.187 0.741
56 12.250 0.200 0.785
48 12.049 0.211 0.808
6 12.044 0.211 0.744
67 11.825 0.223 0.783
86 11.683 0.232 0.786
19 11.377 0.251 0.860
124 11.336 0.253 0.827
57 10.921 0.281 0.925
79 10.839 0.287 0.917
60 10.675 0.299 0.929
53 10.589 0.305 0.923
101 10.190 0.335 0.975
33 10.155 0.338 0.967
131 10.114 0.341 0.957
47 10.097 0.343 0.941
96 10.094 0.343 0.915
104 10.022 0.349 0.907
92 9.896 0.359 0.916
125 9.723 0.373 0.937
80 9.676 0.377 0.925
18 9.434 0.398 0.959
26 9.402 0.401 0.948
29 9.183 0.421 0.971
49 9.180 0.421 0.957
52 8.996 0.438 0.973
12 8.847 0.452 0.980
70 8.793 0.457 0.977
87 8.751 0.461 0.972
34 8.694 0.466 0.968
76 8.642 0.471 0.963
17 8.464 0.488 0.978
106 8.348 0.499 0.982
1 8.333 0.501 0.974
28 8.235 0.511 0.977
25 8.192 0.515 0.972
100 8.101 0.524 0.974
107 8.026 0.532 0.974
129 7.977 0.537 0.970
50 7.921 0.542 0.967
77 7.870 0.547 0.963
46 7.840 0.550 0.954
10 7.688 0.566 0.969
7 7.458 0.590 0.988
54 7.400 0.596 0.986
9 7.382 0.597 0.981
127 7.352 0.601 0.976
112 7.289 0.607 0.975
43 7.219 0.614 0.975
63 7.215 0.615 0.963
111 7.140 0.623 0.964
40 7.079 0.629 0.962
94 7.045 0.632 0.954
51 7.037 0.633 0.936
11 6.953 0.642 0.940
102 6.948 0.642 0.918
105 6.883 0.649 0.916
71 6.883 0.649 0.885
16 6.854 0.652 0.862
82 6.682 0.670 0.911
24 6.593 0.679 0.919
110 6.415 0.698 0.953
114 6.372 0.702 0.946
27 6.301 0.710 0.946
122 6.284 0.711 0.929
119 6.263 0.713 0.909
3 6.237 0.716 0.888
83 6.140 0.726 0.900
2 6.081 0.732 0.894
42 5.983 0.742 0.906
130 5.965 0.743 0.879
128 5.837 0.756 0.907
75 5.736 0.766 0.919
117 5.713 0.768 0.896
22 5.656 0.774 0.888
91 5.598 0.779 0.880
120 5.594 0.780 0.837
4 5.431 0.795 0.889
103 5.158 0.820 0.961
Sample size: 131
Sample Covariances
ÉvitInv2 ACInv DépAut ÉpuÉmo Résol Soutien PsyI
-------- -------- -------- -------- -------- -------- --------
ÉvitInv2 0.034
ACInv -0.009 0.912
DépAut 0.096 0.030 1.718
ÉpuÉmo 0.092 0.011 1.161 1.954
Résol 0.030 -0.226 0.122 0.236 0.476
Soutien 0.045 -0.235 0.200 0.339 0.393 0.594
PsyI 0.026 -0.089 0.289 0.404 0.082 0.153 0.355
SocI 0.036 -0.060 0.319 0.410 0.077 0.117 0.318
PhysI 0.036 -0.029 0.419 0.611 0.099 0.149 0.300
SocI PhysI
-------- --------
SocI 0.446
PhysI 0.307 0.515
Eigenvalues of Sample Covariances
2.517e-002 6.925e-002 1.388e-001 1.654e-001 4.974e-001 5.865e-001
7.267e-001 1.232e+000 3.562e+000
Condition number of Sample Covariances = 1.415373e+002
Sample Correlations
ÉvitInv2 ACInv DépAut ÉpuÉmo Résol Soutien PsyI
-------- -------- -------- -------- -------- -------- --------
ÉvitInv2 1.000
ACInv -0.049 1.000
DépAut 0.397 0.024 1.000
ÉpuÉmo 0.358 0.008 0.634 1.000
Résol 0.234 -0.343 0.135 0.245 1.000
Soutien 0.315 -0.320 0.199 0.315 0.739 1.000
PsyI 0.234 -0.156 0.370 0.484 0.199 0.333 1.000
SocI 0.293 -0.094 0.364 0.439 0.166 0.228 0.800
PhysI 0.275 -0.042 0.445 0.609 0.201 0.269 0.702
SocI PhysI
-------- --------
SocI 1.000
PhysI 0.641 1.000
Eigenvalues of Sample Correlations
1.635e-001 2.703e-001 2.837e-001 3.835e-001 6.656e-001 7.126e-001
1.082e+000 1.666e+000 3.773e+000
Condition number of Sample Correlations = 2.307044e+001
Determinant of sample covariance matrix = 3.7253e-005
Model: Default model
Computation of degrees of freedom
Number of distinct sample moments: 45
Number of distinct parameters to be estimated: 18
-------------------------
Degrees of freedom: 27
0e 8 0.0e+000 -4.0117e-001 1.00e+004 7.94909843244e+002 0 1.00e+004
1e* 6 0.0e+000 -1.9353e+000 1.13e+000 4.52584799362e+002 18 1.01e+000
2e* 5 0.0e+000 -2.3339e+000 3.57e-001 2.94611356412e+002 5 1.12e+000
3e 4 0.0e+000 -2.4272e-001 6.82e-002 2.60816822803e+002 6 7.82e-001
4e* 1 0.0e+000 -3.5213e-002 9.23e-001 1.27473367329e+002 11 6.62e-001
5e 0 5.2e+003 0.0000e+000 7.89e-001 8.55024935460e+001 10 1.04e+000
6e 0 3.2e+003 0.0000e+000 3.35e-001 7.62138593707e+001 1 1.20e+000
7e 0 3.0e+003 0.0000e+000 1.71e-001 7.46871070876e+001 1 1.14e+000
8e 0 3.0e+003 0.0000e+000 5.75e-002 7.45983150765e+001 1 1.05e+000
9e 0 3.0e+003 0.0000e+000 4.99e-003 7.45978248813e+001 1 1.00e+000
10e 0 3.0e+003 0.0000e+000 3.25e-005 7.45978248631e+001 1 1.00e+000
Minimum was achieved
Chi-square = 74.598
Degrees of freedom = 27
Probability level = 0.000
Maximum Likelihood Estimates
----------------------------
Regression Weights: Estimate S.E. C.R. Label
------------------- -------- ------- ------- -------
Cofering <---------- Stress 0.105 0.030 3.454 par-1
Epuisement <------ Cofering 0.901 0.471 1.913 par-2
Epuisement <-------- Stress 1.149 0.181 6.362 par-3
PhysI <------------- Stress 1.000
SocI <-------------- Stress 1.000
Soutien <--------- Cofering 1.000
Résol <----------- Cofering 1.000
ÉpuÉmo <-------- Epuisement 1.000
DépAut <-------- Epuisement 1.000
ACInv <--------- Epuisement 1.000
ÉvitInv2 <-------- Cofering 1.000
PsyI <-------------- Stress 1.000
Standardized Regression Weights: Estimate
-------------------------------- --------
Cofering <---------- Stress 0.325
Epuisement <------ Cofering 0.210
Epuisement <-------- Stress 0.832
PhysI <------------- Stress 0.774
SocI <-------------- Stress 0.847
Soutien <--------- Cofering 0.237
Résol <----------- Cofering 0.258
ÉpuÉmo <-------- Epuisement 0.574
DépAut <-------- Epuisement 0.572
ACInv <--------- Epuisement 0.782
ÉvitInv2 <-------- Cofering 0.968
PsyI <-------------- Stress 0.919
Covariances: Estimate S.E. C.R. Label
------------ -------- ------- ------- -------
eSou <---------------> eRes 0.350 0.054 6.527 par-4
eAC <----------------> eStr -0.456 0.089 -5.131 par-5
eEE <----------------> eDep 0.527 0.150 3.508 par-6
Correlations: Estimate
------------- --------
eSou <---------------> eRes 0.715
eAC <----------------> eStr -0.670
eEE <----------------> eDep 0.438
Variances: Estimate S.E. C.R. Label
---------- -------- ------- ------- -------
eStr 0.308 0.042 7.258 par-7
eCof 0.029 0.011 2.576 par-8
eEpu 0.088 0.085 1.036 par-9
ePhy 0.206 0.030 6.786 par-10
ePsy 0.056 0.015 3.836 par-11
eSoc 0.121 0.020 6.111 par-12
eEE 1.196 0.183 6.526 par-13
eDep 1.207 0.181 6.671 par-14
eAC 1.506 0.251 6.011 par-15
eEvi 0.002 0.010 0.207 par-16
eSou 0.537 0.067 8.010 par-17
eRes 0.448 0.057 7.877 par-18
Squared Multiple Correlations: Estimate
------------------------------ --------
Stress 0.000
Cofering 0.105
Epuisement 0.851
ÉvitInv2 0.938
ACInv -0.571
DépAut 0.327
ÉpuÉmo 0.329
Résol 0.067
Soutien 0.056
PsyI 0.845
SocI 0.718
PhysI 0.599
Implied (for all variables) Covariances
Stress Cofering Epuiseme ÉvitInv2 ACInv DépAut ÉpuÉmo
-------- -------- -------- -------- -------- -------- --------
Stress 0.308
Cofering 0.032 0.032
Epuisemen 0.383 0.066 0.586
ÉvitInv2 0.032 0.032 0.066 0.034
ACInv -0.073 0.018 0.019 0.018 0.959
DépAut 0.383 0.066 0.586 0.066 0.019 1.794
ÉpuÉmo 0.383 0.066 0.586 0.066 0.019 1.113 1.783
Résol 0.032 0.032 0.066 0.032 0.018 0.066 0.066
Soutien 0.032 0.032 0.066 0.032 0.018 0.066 0.066
PsyI 0.308 0.032 0.383 0.032 -0.073 0.383 0.383
SocI 0.308 0.032 0.383 0.032 -0.073 0.383 0.383
PhysI 0.308 0.032 0.383 0.032 -0.073 0.383 0.383
Résol Soutien PsyI SocI PhysI
-------- -------- -------- -------- --------
Résol 0.480
Soutien 0.382 0.569
PsyI 0.032 0.032 0.364
SocI 0.032 0.032 0.308 0.429
PhysI 0.032 0.032 0.308 0.308 0.513
Implied (for all variables) Correlations
Stress Cofering Epuiseme ÉvitInv2 ACInv DépAut ÉpuÉmo
-------- -------- -------- -------- -------- -------- --------
Stress 1.000
Cofering 0.325 1.000
Epuisemen 0.901 0.481 1.000
ÉvitInv2 0.314 0.968 0.465 1.000
ACInv -0.135 0.103 0.026 0.100 1.000
DépAut 0.515 0.275 0.572 0.266 0.015 1.000
ÉpuÉmo 0.517 0.276 0.574 0.267 0.015 0.623 1.000
Résol 0.084 0.258 0.124 0.250 0.027 0.071 0.071
Soutien 0.077 0.237 0.114 0.229 0.024 0.065 0.065
PsyI 0.919 0.299 0.828 0.289 -0.124 0.474 0.475
SocI 0.847 0.275 0.763 0.266 -0.115 0.436 0.438
PhysI 0.774 0.251 0.697 0.243 -0.105 0.399 0.400
Résol Soutien PsyI SocI PhysI
-------- -------- -------- -------- --------
Résol 1.000
Soutien 0.732 1.000
PsyI 0.077 0.071 1.000
SocI 0.071 0.065 0.779 1.000
PhysI 0.065 0.060 0.712 0.656 1.000
Implied Covariances
ÉvitInv2 ACInv DépAut ÉpuÉmo Résol Soutien PsyI
-------- -------- -------- -------- -------- -------- --------
ÉvitInv2 0.034
ACInv 0.018 0.959
DépAut 0.066 0.019 1.794
ÉpuÉmo 0.066 0.019 1.113 1.783
Résol 0.032 0.018 0.066 0.066 0.480
Soutien 0.032 0.018 0.066 0.066 0.382 0.569
PsyI 0.032 -0.073 0.383 0.383 0.032 0.032 0.364
SocI 0.032 -0.073 0.383 0.383 0.032 0.032 0.308
PhysI 0.032 -0.073 0.383 0.383 0.032 0.032 0.308
SocI PhysI
-------- --------
SocI 0.429
PhysI 0.308 0.513
Implied Correlations
ÉvitInv2 ACInv DépAut ÉpuÉmo Résol Soutien PsyI
-------- -------- -------- -------- -------- -------- --------
ÉvitInv2 1.000
ACInv 0.100 1.000
DépAut 0.266 0.015 1.000
ÉpuÉmo 0.267 0.015 0.623 1.000
Résol 0.250 0.027 0.071 0.071 1.000
Soutien 0.229 0.024 0.065 0.065 0.732 1.000
PsyI 0.289 -0.124 0.474 0.475 0.077 0.071 1.000
SocI 0.266 -0.115 0.436 0.438 0.071 0.065 0.779
PhysI 0.243 -0.105 0.399 0.400 0.065 0.060 0.712
SocI PhysI
-------- --------
SocI 1.000
PhysI 0.656 1.000
Residual Covariances
ÉvitInv2 ACInv DépAut ÉpuÉmo Résol Soutien PsyI
-------- -------- -------- -------- -------- -------- --------
ÉvitInv2 -0.000
ACInv -0.027 -0.047
DépAut 0.030 0.011 -0.076
ÉpuÉmo 0.027 -0.009 0.048 0.171
Résol -0.002 -0.244 0.056 0.170 -0.004
Soutien 0.013 -0.254 0.135 0.273 0.011 0.025
PsyI -0.006 -0.016 -0.094 0.021 0.050 0.121 -0.009
SocI 0.004 0.014 -0.064 0.027 0.044 0.085 0.011
PhysI 0.004 0.045 0.036 0.228 0.067 0.117 -0.007
SocI PhysI
-------- --------
SocI 0.017
PhysI -0.000 0.002
Standardized Residual Covariances
ÉvitInv2 ACInv DépAut ÉpuÉmo Résol Soutien PsyI
-------- -------- -------- -------- -------- -------- --------
ÉvitInv2 -0.007
ACInv -1.677 -0.393
DépAut 1.347 0.093 -0.340
ÉpuÉmo 1.187 -0.075 0.258 0.773
Résol -0.190 -4.103 0.688 2.091 -0.066
Soutien 1.027 -3.913 1.518 3.089 0.185 0.354
PsyI -0.634 -0.298 -1.194 0.269 1.350 3.017 -0.189
SocI 0.361 0.240 -0.763 0.323 1.115 1.960 0.240
PhysI 0.354 0.722 0.401 2.526 1.540 2.458 -0.156
SocI PhysI
-------- --------
SocI 0.323
PhysI -0.008 0.031
Total Effects
Stress Cofering Epuiseme
-------- -------- --------
Cofering 0.105 0.000 0.000
Epuisemen 1.243 0.901 0.000
ÉvitInv2 0.105 1.000 0.000
ACInv 1.243 0.901 1.000
DépAut 1.243 0.901 1.000
ÉpuÉmo 1.243 0.901 1.000
Résol 0.105 1.000 0.000
Soutien 0.105 1.000 0.000
PsyI 1.000 0.000 0.000
SocI 1.000 0.000 0.000
PhysI 1.000 0.000 0.000
Standardized Total Effects
Stress Cofering Epuiseme
-------- -------- --------
Cofering 0.325 0.000 0.000
Epuisemen 0.901 0.210 0.000
ÉvitInv2 0.314 0.968 0.000
ACInv 0.704 0.164 0.782
DépAut 0.515 0.120 0.572
ÉpuÉmo 0.517 0.121 0.574
Résol 0.084 0.258 0.000
Soutien 0.077 0.237 0.000
PsyI 0.919 0.000 0.000
SocI 0.847 0.000 0.000
PhysI 0.774 0.000 0.000
Direct Effects
Stress Cofering Epuiseme
-------- -------- --------
Cofering 0.105 0.000 0.000
Epuisemen 1.149 0.901 0.000
ÉvitInv2 0.000 1.000 0.000
ACInv 0.000 0.000 1.000
DépAut 0.000 0.000 1.000
ÉpuÉmo 0.000 0.000 1.000
Résol 0.000 1.000 0.000
Soutien 0.000 1.000 0.000
PsyI 1.000 0.000 0.000
SocI 1.000 0.000 0.000
PhysI 1.000 0.000 0.000
Standardized Direct Effects
Stress Cofering Epuiseme
-------- -------- --------
Cofering 0.325 0.000 0.000
Epuisemen 0.832 0.210 0.000
ÉvitInv2 0.000 0.968 0.000
ACInv 0.000 0.000 0.782
DépAut 0.000 0.000 0.572
ÉpuÉmo 0.000 0.000 0.574
Résol 0.000 0.258 0.000
Soutien 0.000 0.237 0.000
PsyI 0.919 0.000 0.000
SocI 0.847 0.000 0.000
PhysI 0.774 0.000 0.000
Indirect Effects
Stress Cofering Epuiseme
-------- -------- --------
Cofering 0.000 0.000 0.000
Epuisemen 0.094 0.000 0.000
ÉvitInv2 0.105 0.000 0.000
ACInv 1.243 0.901 0.000
DépAut 1.243 0.901 0.000
ÉpuÉmo 1.243 0.901 0.000
Résol 0.105 0.000 0.000
Soutien 0.105 0.000 0.000
PsyI 0.000 0.000 0.000
SocI 0.000 0.000 0.000
PhysI 0.000 0.000 0.000
Standardized Indirect Effects
Stress Cofering Epuiseme
-------- -------- --------
Cofering 0.000 0.000 0.000
Epuisemen 0.068 0.000 0.000
ÉvitInv2 0.314 0.000 0.000
ACInv 0.704 0.164 0.000
DépAut 0.515 0.120 0.000
ÉpuÉmo 0.517 0.121 0.000
Résol 0.084 0.000 0.000
Soutien 0.077 0.000 0.000
PsyI 0.000 0.000 0.000
SocI 0.000 0.000 0.000
PhysI 0.000 0.000 0.000
Modification Indices
--------------------
Covariances: M.I. Par Change
--------- ----------
eAC <----------------> eCof 4.403 -0.031
eDep <---------------> eEvi 4.032 0.029
ePsy <---------------> eCof 4.743 -0.011
ePsy <---------------> eSou 4.839 0.033
ePhy <---------------> eEpu 10.057 0.097
ePhy <----------------> eEE 12.115 0.149
Variances: M.I. Par Change
--------- ----------
Regression Weights: M.I. Par Change
--------- ----------
ACInv <-------------- Résol 15.975 -0.485
ACInv <------------ Soutien 14.096 -0.418
ÉpuÉmo <------------- Résol 4.333 0.264
ÉpuÉmo <----------- Soutien 5.333 0.269
ÉpuÉmo <------------- PhysI 11.011 0.406
Soutien <----------- Stress 7.797 0.237
Soutien <------- Epuisement 7.727 0.180
Soutien <----------- ÉpuÉmo 5.042 0.076
Soutien <------------- PsyI 9.398 0.228
PsyI <------------ Cofering 4.952 -0.375
PsyI <------------ ÉvitInv2 4.946 -0.352
PhysI <------------- ÉpuÉmo 12.547 0.113
Variance-covariance Matrix of Estimates
par-1 par-2 par-3 par-4 par-5 par-6 par-7
-------- -------- -------- -------- -------- -------- --------
par-1 0.0009
par-2 0.0012 0.2219
par-3 0.0001 -0.0259 0.0326
par-4 -0.0001 -0.0019 0.0002 0.0029
par-5 -0.0000 -0.0001 -0.0073 0.0000 0.0079
par-6 -0.0002 -0.0085 -0.0018 0.0000 0.0009 0.0226
par-7 -0.0001 0.0001 -0.0008 0.0000 -0.0024 0.0001 0.0018
par-8 -0.0001 -0.0026 0.0003 0.0001 0.0000 0.0000 0.0000
par-9 0.0000 -0.0014 0.0005 0.0000 -0.0003 -0.0059 -0.0000
par-10 -0.0000 0.0002 -0.0005 0.0000 0.0001 0.0003 0.0000
par-11 0.0001 -0.0002 0.0005 -0.0000 -0.0001 -0.0002 -0.0001
par-12 -0.0000 0.0001 0.0002 -0.0000 -0.0000 -0.0001 -0.0000
par-13 -0.0002 -0.0071 -0.0051 0.0001 0.0019 0.0193 0.0001
par-14 -0.0001 -0.0098 0.0015 -0.0000 -0.0001 0.0188 0.0001
par-15 0.0002 0.0082 0.0222 -0.0000 -0.0177 0.0017 0.0031
par-16 0.0001 0.0025 -0.0003 -0.0001 -0.0000 -0.0000 -0.0000
par-17 -0.0000 -0.0011 0.0001 0.0030 0.0000 0.0000 0.0000
par-18 -0.0001 -0.0026 0.0003 0.0025 0.0000 0.0000 0.0000
par-8 par-9 par-10 par-11 par-12 par-13 par-14
-------- -------- -------- -------- -------- -------- --------
par-8 0.0001
par-9 0.0000 0.0071
par-10 0.0000 -0.0000 0.0009
par-11 -0.0000 0.0000 -0.0001 0.0002
par-12 0.0000 0.0000 -0.0000 -0.0000 0.0004
par-13 0.0001 -0.0061 0.0004 -0.0003 -0.0001 0.0336
par-14 0.0000 -0.0058 0.0002 -0.0002 -0.0001 0.0119 0.0327
par-15 -0.0001 -0.0051 -0.0003 0.0002 0.0001 -0.0009 0.0043
par-16 -0.0001 -0.0000 -0.0000 0.0000 0.0000 -0.0001 0.0000
par-17 0.0001 0.0000 0.0000 -0.0000 -0.0000 0.0000 -0.0000
par-18 0.0001 0.0000 0.0000 -0.0000 -0.0000 0.0001 -0.0000
par-15 par-16 par-17 par-18
-------- -------- -------- --------
par-15 0.0628
par-16 0.0000 0.0001
par-17 -0.0000 -0.0001 0.0045
par-18 -0.0001 -0.0001 0.0020 0.0032
Correlations of Estimates
par-1 par-2 par-3 par-4 par-5 par-6 par-7
-------- -------- -------- -------- -------- -------- --------
par-1 1.000
par-2 0.083 1.000
par-3 0.027 -0.304 1.000
par-4 -0.038 -0.074 0.022 1.000
par-5 -0.013 -0.002 -0.456 0.003 1.000
par-6 -0.039 -0.120 -0.066 0.004 0.067 1.000
par-7 -0.060 0.003 -0.101 0.001 -0.628 0.016 1.000
par-8 -0.219 -0.492 0.137 0.139 0.019 0.026 0.006
par-9 0.009 -0.036 0.030 0.005 -0.043 -0.468 -0.004
par-10 -0.037 0.013 -0.088 0.002 0.035 0.062 0.009
par-11 0.145 -0.032 0.174 -0.005 -0.040 -0.108 -0.082
par-12 -0.009 0.008 0.048 -0.001 -0.014 -0.035 -0.043
par-13 -0.039 -0.082 -0.154 0.006 0.114 0.702 0.015
par-14 -0.026 -0.115 0.046 -0.000 -0.003 0.691 0.012
par-15 0.025 0.069 0.491 -0.003 -0.797 0.045 0.291
par-16 0.215 0.524 -0.153 -0.148 -0.016 -0.022 -0.004
par-17 -0.022 -0.036 0.011 0.823 0.002 0.002 0.000
par-18 -0.045 -0.097 0.028 0.827 0.003 0.005 0.001
par-8 par-9 par-10 par-11 par-12 par-13 par-14
-------- -------- -------- -------- -------- -------- --------
par-8 1.000
par-9 0.035 1.000
par-10 0.016 -0.001 1.000
par-11 -0.048 0.012 -0.205 1.000
par-12 0.000 0.018 -0.055 -0.129 1.000
par-13 0.039 -0.394 0.070 -0.103 -0.040 1.000
par-14 0.004 -0.377 0.032 -0.076 -0.019 0.360 1.000
par-15 -0.019 -0.239 -0.040 0.067 0.023 -0.019 0.094
par-16 -0.938 -0.041 -0.011 0.029 0.003 -0.037 0.000
par-17 0.069 0.002 0.001 -0.003 -0.000 0.004 -0.000
par-18 0.181 0.006 0.002 -0.006 -0.001 0.008 -0.000
par-15 par-16 par-17 par-18
-------- -------- -------- --------
par-15 1.000
par-16 0.016 1.000
par-17 -0.002 -0.074 1.000
par-18 -0.004 -0.192 0.516 1.000
Critical Ratios for Differences between Parameters
par-1 par-2 par-3 par-4 par-5 par-6 par-7
-------- -------- -------- -------- -------- -------- --------
par-1 0.000
par-2 1.697 0.000
par-3 5.729 0.448 0.000
par-4 3.926 -1.152 -4.264 0.000
par-5 -5.948 -2.831 -6.834 -7.776 0.000
par-6 2.736 -0.733 -2.567 1.108 5.807 0.000
par-7 3.793 -1.255 -4.437 -0.625 6.358 -1.410 0.000
par-8 -2.207 -1.831 -6.245 -6.040 5.423 -3.316 -6.380
par-9 -0.191 -1.690 -5.386 -2.632 4.340 -2.155 -2.325
par-10 2.318 -1.475 -5.079 -2.349 7.123 -2.122 -1.965
par-11 -1.526 -1.791 -6.117 -5.279 5.651 -3.087 -5.468
par-12 0.450 -1.656 -5.688 -4.010 6.318 -2.668 -3.928
par-13 5.840 0.568 0.171 4.436 8.500 5.059 4.739
par-14 5.984 0.584 0.232 4.539 8.239 5.107 4.852
par-15 5.569 1.168 1.582 4.507 6.022 3.421 4.959
par-16 -3.437 -1.931 -6.286 -6.206 5.112 -3.481 -7.001
par-17 5.829 -0.762 -3.190 4.890 8.926 0.060 2.889
par-18 5.232 -0.945 -3.734 2.987 8.580 -0.493 1.977
par-8 par-9 par-10 par-11 par-12 par-13 par-14
-------- -------- -------- -------- -------- -------- --------
par-8 0.000
par-9 0.695 0.000
par-10 5.517 1.316 0.000
par-11 1.473 -0.365 -4.119 0.000
par-12 4.073 0.387 -2.285 2.477 0.000
par-13 6.374 4.818 5.393 6.150 5.808 0.000
par-14 6.503 4.938 5.486 6.301 5.955 0.052 0.000
par-15 5.886 5.014 5.128 5.799 5.521 0.989 1.015
par-16 -1.260 -0.998 -6.342 -3.069 -5.341 -6.491 -6.649
par-17 7.568 4.170 4.503 7.001 5.951 -3.383 -3.474
par-18 7.498 3.548 3.761 6.659 5.429 -3.909 -4.003
par-15 par-16 par-17 par-18
-------- -------- -------- --------
par-15 0.000
par-16 -6.001 0.000
par-17 -3.736 7.802 0.000
par-18 -4.116 7.469 -1.444 0.000
Summary of models
-----------------
Model NPAR CMIN DF P CMIN/DF
---------------- ---- --------- -- --------- ---------
Default model 18 74.598 27 0.000 2.763
Saturated model 45 0.000 0
Independence model 9 541.635 36 0.000 15.045
Model RMR GFI AGFI PGFI
---------------- ---------- ---------- ---------- ----------
Default model 0.095 0.894 0.823 0.536
Saturated model 0.000 1.000
Independence model 0.271 0.462 0.328 0.370
DELTA1 RHO1 DELTA2 RHO2
Model NFI RFI IFI TLI CFI
---------------- ---------- ---------- ---------- ---------- ----------
Default model 0.862 0.816 0.908 0.874 0.906
Saturated model 1.000 1.000 1.000
Independence model 0.000 0.000 0.000 0.000 0.000
Model PRATIO PNFI PCFI
---------------- ---------- ---------- ----------
Default model 0.750 0.647 0.679
Saturated model 0.000 0.000 0.000
Independence model 1.000 0.000 0.000
Model NCP LO 90 HI 90
---------------- ---------- ---------- ----------
Default model 47.598 25.617 77.230
Saturated model 0.000 0.000 0.000
Independence model 505.635 434.031 584.673
Model FMIN F0 LO 90 HI 90
---------------- ---------- ---------- ---------- ----------
Default model 0.574 0.366 0.197 0.594
Saturated model 0.000 0.000 0.000 0.000
Independence model 4.166 3.890 3.339 4.497
Model RMSEA LO 90 HI 90 PCLOSE
---------------- ---------- ---------- ---------- ----------
Default model 0.116 0.085 0.148 0.001
Independence model 0.329 0.305 0.353 0.000
Model AIC BCC BIC CAIC
---------------- ---------- ---------- ---------- ----------
Default model 110.598 113.598 201.901 180.351
Saturated model 90.000 97.500 318.259 264.384
Independence model 559.635 561.135 605.287 594.512
Model ECVI LO 90 HI 90 MECVI
---------------- ---------- ---------- ---------- ----------
Default model 0.851 0.682 1.079 0.874
Saturated model 0.692 0.692 0.692 0.750
Independence model 4.305 3.754 4.913 4.316
HOELTER HOELTER
Model .05 .01
---------------- ---------- ----------
Default model 70 82
Independence model 13 15
Execution time summary:
Minimization: 0.050
Miscellaneous: 0.681
Bootstrap: 0.000
Total: 0.731
Potential potential improvement can be achieved by adding correlation between ePhy < -- > eEE, but only output of AMOS be posted here :
Summary of models
-----------------
Model NPAR CMIN DF P CMIN/DF
---------------- ---- --------- -- --------- ---------
Default model 19 61.881 26 0.000 2.380
Saturated model 45 0.000 0
Independence model 9 541.635 36 0.000 15.045
Model RMR GFI AGFI PGFI
---------------- ---------- ---------- ---------- ----------
Default model 0.092 0.911 0.846 0.527
Saturated model 0.000 1.000
Independence model 0.271 0.462 0.328 0.370
DELTA1 RHO1 DELTA2 RHO2
Model NFI RFI IFI TLI CFI
---------------- ---------- ---------- ---------- ---------- ----------
Default model 0.886 0.842 0.930 0.902 0.929
Saturated model 1.000 1.000 1.000
Independence model 0.000 0.000 0.000 0.000 0.000
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