Mplus VERSION 8.6
MUTHEN & MUTHEN
07/20/2021 6:20 PM
OUTPUT SECTIONS
INPUT INSTRUCTIONS
TITLE: 7.12d M5c. Modèle piecewise covariables variantes & invariantes
DATA:
FILE = Cortisol.dat ;
LISTWISE = ON ;
VARIABLE:
NAMES =
SID C1 C2 C3 C4
SEXE TTT CREVEIL
T1 T2 T3 T4
TC1 TC2 TC3 TC4
FCT ;
USEVARIABLES = C1 C2 C3 C4
SEXE TTT CREVEIL
TC1 TC2 TC3 TC4 ;
ANALYSIS:
ESTIMATOR = MLR ;
STARTS = 20 ;
MODEL:
i s1 | C1@0 C2@1 C3@4 C4@4 ;
i s2 | C1@0 C2@0 C3@0 C4@9 ;
i s1 s2 ON SEXE TTT CREVEIL ;
C1 ON TC1 ;
C2 ON TC2 ;
C3 ON TC3 ;
C4 ON TC4 ;
C4@0 ; !fixer la variance résiduelle à zéro
OUTPUT:
SAMPSTAT STDYX TECH1 TECH4 ;
PLOT:
TYPE = PLOT3 ;
SERIES = C1 (0) C2 (1) C3 (4) C4 (9) ;
INPUT READING TERMINATED NORMALLY
7.12d M5c. Modèle piecewise covariables variantes & invariantes
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 101
Number of dependent variables 4
Number of independent variables 7
Number of continuous latent variables 3
Observed dependent variables
Continuous
C1 C2 C3 C4
Observed independent variables
SEXE TTT CREVEIL TC1 TC2 TC3
TC4
Continuous latent variables
I S1 S2
Estimator MLR
Information matrix OBSERVED
Maximum number of iterations 1000
Convergence criterion 0.500D-04
Maximum number of steepest descent iterations 20
Random Starts Specifications
Number of random starts 20
Random starts scale 0.500D+01
Input data file(s)
Cortisol.dat
Input data format FREE
SAMPLE STATISTICS
SAMPLE STATISTICS
Means
C1 C2 C3 C4 SEXE
________ ________ ________ ________ ________
10.412 10.189 6.393 3.706 0.327
Means
TTT CREVEIL TC1 TC2 TC3
________ ________ ________ ________ ________
0.574 0.505 -0.004 -0.003 -0.002
Means
TC4
________
-0.004
Covariances
C1 C2 C3 C4 SEXE
________ ________ ________ ________ ________
C1 45.592
C2 22.137 36.375
C3 0.437 3.455 22.701
C4 -1.599 0.641 3.507 5.026
SEXE 0.308 0.663 -0.418 -0.222 0.220
TTT -0.064 -0.359 0.044 0.088 -0.049
CREVEIL -0.936 -0.075 0.158 0.205 -0.007
TC1 1.241 -0.649 -0.495 -0.425 -0.041
TC2 -0.797 -0.968 -0.085 -0.154 -0.011
TC3 -1.946 -1.681 -0.997 0.166 -0.079
TC4 0.192 0.009 0.128 -0.329 0.015
Covariances
TTT CREVEIL TC1 TC2 TC3
________ ________ ________ ________ ________
TTT 0.244
CREVEIL -0.003 0.250
TC1 0.051 -0.390 1.318
TC2 -0.009 -0.020 0.441 0.454
TC3 0.071 -0.027 0.187 0.270 1.467
TC4 -0.058 -0.025 -0.056 0.001 -0.010
Covariances
TC4
________
TC4 0.854
Correlations
C1 C2 C3 C4 SEXE
________ ________ ________ ________ ________
C1 1.000
C2 0.544 1.000
C3 0.014 0.120 1.000
C4 -0.106 0.047 0.328 1.000
SEXE 0.097 0.234 -0.187 -0.211 1.000
TTT -0.019 -0.120 0.019 0.080 -0.211
CREVEIL -0.277 -0.025 0.066 0.183 -0.028
TC1 0.160 -0.094 -0.090 -0.165 -0.076
TC2 -0.175 -0.238 -0.026 -0.102 -0.036
TC3 -0.238 -0.230 -0.173 0.061 -0.139
TC4 0.031 0.002 0.029 -0.159 0.035
Correlations
TTT CREVEIL TC1 TC2 TC3
________ ________ ________ ________ ________
TTT 1.000
CREVEIL -0.011 1.000
TC1 0.089 -0.679 1.000
TC2 -0.026 -0.059 0.570 1.000
TC3 0.118 -0.045 0.135 0.331 1.000
TC4 -0.128 -0.055 -0.052 0.002 -0.009
Correlations
TC4
________
TC4 1.000
UNIVARIATE SAMPLE STATISTICS
UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS
Variable/ Mean/ Skewness/ Minimum/ % with Percentiles
Sample Size Variance Kurtosis Maximum Min/Max 20%/60% 40%/80% Median
C1 10.412 1.383 1.205 0.99% 4.540 7.500 9.168
101.000 45.592 2.806 36.490 0.99% 10.490 15.275
C2 10.189 1.502 1.380 0.99% 5.190 6.885 8.637
101.000 36.375 2.786 33.265 0.99% 10.520 14.420
C3 6.393 2.088 1.825 0.99% 3.225 4.150 4.635
101.000 22.701 4.553 27.110 0.99% 5.155 8.620
C4 3.706 2.704 1.370 0.99% 2.170 2.880 3.123
101.000 5.026 9.698 15.955 0.99% 3.335 4.630
SEXE 0.327 0.739 0.000 67.33% 0.000 0.000 0.000
101.000 0.220 -1.454 1.000 32.67% 0.000 1.000
TTT 0.574 -0.300 0.000 42.57% 0.000 0.000 1.000
101.000 0.244 -1.910 1.000 57.43% 1.000 1.000
CREVEIL 0.505 -0.020 0.000 49.50% 0.000 0.000 1.000
101.000 0.250 -2.000 1.000 50.50% 1.000 1.000
TC1 -0.004 0.457 -2.430 0.99% -1.147 -0.347 0.137
101.000 1.318 2.088 4.987 0.99% 0.570 0.837
TC2 -0.003 3.114 -1.423 0.99% -0.340 -0.257 -0.173
101.000 0.454 14.057 3.993 0.99% -0.090 0.160
TC3 -0.002 1.179 -2.353 0.99% -0.853 -0.453 -0.270
101.000 1.467 1.830 4.563 0.99% -0.020 0.747
TC4 -0.004 -0.121 -2.333 0.99% -1.050 -0.217 0.117
101.000 0.854 -0.427 2.367 0.99% 0.300 0.867
RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST FIT FUNCTION VALUES
Fit function values at local maxima and random start numbers:
27.0689 2
27.0689 6
27.0689 7
27.0689 8
27.0689 16
27.0689 3
27.0689 15
27.0689 13
27.0689 19
27.0689 20
27.0689 5
27.0689 18
27.0689 10
27.0689 9
27.0689 12
27.0689 1
27.0689 17
27.0689 14
27.0689 11
27.0689 unperturbed
27.0689 4
MODEL FIT INFORMATION
Number of Free Parameters 25
Loglikelihood
H0 Value -1148.505
H0 Scaling Correction Factor 1.3157
for MLR
H1 Value -1134.971
H1 Scaling Correction Factor 1.1680
for MLR
Information Criteria
Akaike (AIC) 2347.010
Bayesian (BIC) 2412.389
Sample-Size Adjusted BIC 2333.427
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 28.470*
Degrees of Freedom 17
P-Value 0.0397
Scaling Correction Factor 0.9508
for MLR
* The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
for chi-square difference testing in the regular way. MLM, MLR and WLSM
chi-square difference testing is described on the Mplus website. MLMV, WLSMV,
and ULSMV difference testing is done using the DIFFTEST option.
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.082
90 Percent C.I. 0.018 0.133
Probability RMSEA <= .05 0.155
CFI/TLI
CFI 0.855
TLI 0.711
Chi-Square Test of Model Fit for the Baseline Model
Value 113.340
Degrees of Freedom 34
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value 0.075
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
I |
C1 1.000 0.000 999.000 999.000
C2 1.000 0.000 999.000 999.000
C3 1.000 0.000 999.000 999.000
C4 1.000 0.000 999.000 999.000
S1 |
C1 0.000 0.000 999.000 999.000
C2 1.000 0.000 999.000 999.000
C3 4.000 0.000 999.000 999.000
C4 4.000 0.000 999.000 999.000
S2 |
C1 0.000 0.000 999.000 999.000
C2 0.000 0.000 999.000 999.000
C3 0.000 0.000 999.000 999.000
C4 9.000 0.000 999.000 999.000
I ON
SEXE 2.418 1.206 2.005 0.045
TTT -0.534 1.138 -0.469 0.639
CREVEIL -1.900 1.410 -1.348 0.178
S1 ON
SEXE -1.099 0.371 -2.964 0.003
TTT 0.109 0.392 0.278 0.781
CREVEIL 0.629 0.438 1.436 0.151
S2 ON
SEXE 0.116 0.088 1.308 0.191
TTT 0.021 0.101 0.211 0.833
CREVEIL 0.016 0.100 0.156 0.876
C1 ON
TC1 0.732 0.535 1.368 0.171
C2 ON
TC2 -1.038 0.585 -1.772 0.076
C3 ON
TC3 -0.769 0.251 -3.061 0.002
C4 ON
TC4 -0.366 0.233 -1.572 0.116
S1 WITH
I -6.326 2.495 -2.536 0.011
S2 WITH
I -0.070 0.239 -0.293 0.769
S1 -0.213 0.220 -0.965 0.334
Intercepts
C1 0.000 0.000 999.000 999.000
C2 0.000 0.000 999.000 999.000
C3 0.000 0.000 999.000 999.000
C4 0.000 0.000 999.000 999.000
I 11.241 1.169 9.617 0.000
S1 -1.098 0.396 -2.770 0.006
S2 -0.364 0.099 -3.694 0.000
Residual Variances
C1 16.948 6.984 2.427 0.015
C2 18.105 5.134 3.526 0.000
C3 9.575 7.775 1.232 0.218
C4 0.000 0.000 999.000 999.000
I 25.873 9.310 2.779 0.005
S1 2.262 0.811 2.790 0.005
S2 0.119 0.093 1.276 0.202
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.603E-05
(ratio of smallest to largest eigenvalue)
STANDARDIZED MODEL RESULTS
STDYX Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
I |
C1 0.777 0.090 8.595 0.000
C2 0.900 0.113 7.953 0.000
C3 1.118 0.244 4.588 0.000
C4 2.370 0.596 3.975 0.000
S1 |
C1 0.000 0.000 999.000 999.000
C2 0.275 0.040 6.897 0.000
C3 1.368 0.253 5.418 0.000
C4 2.900 0.665 4.362 0.000
S2 |
C1 0.000 0.000 999.000 999.000
C2 0.000 0.000 999.000 999.000
C3 0.000 0.000 999.000 999.000
C4 1.400 0.629 2.224 0.026
I ON
SEXE 0.213 0.104 2.044 0.041
TTT -0.050 0.105 -0.471 0.638
CREVEIL -0.179 0.121 -1.474 0.141
S1 ON
SEXE -0.317 0.102 -3.109 0.002
TTT 0.033 0.120 0.275 0.783
CREVEIL 0.193 0.127 1.518 0.129
S2 ON
SEXE 0.155 0.113 1.375 0.169
TTT 0.030 0.145 0.209 0.835
CREVEIL 0.022 0.140 0.159 0.874
C1 ON
TC1 0.123 0.088 1.400 0.161
C2 ON
TC2 -0.118 0.073 -1.630 0.103
C3 ON
TC3 -0.196 0.066 -2.965 0.003
C4 ON
TC4 -0.151 0.080 -1.886 0.059
S1 WITH
I -0.827 0.101 -8.187 0.000
S2 WITH
I -0.040 0.141 -0.283 0.777
S1 -0.410 0.232 -1.767 0.077
Intercepts
C1 0.000 0.000 999.000 999.000
C2 0.000 0.000 999.000 999.000
C3 0.000 0.000 999.000 999.000
C4 0.000 0.000 999.000 999.000
I 2.113 0.336 6.279 0.000
S1 -0.674 0.254 -2.654 0.008
S2 -1.042 0.437 -2.386 0.017
Residual Variances
C1 0.362 0.147 2.461 0.014
C2 0.518 0.101 5.113 0.000
C3 0.423 0.309 1.369 0.171
C4 0.000 999.000 999.000 999.000
I 0.914 0.065 13.995 0.000
S1 0.854 0.081 10.528 0.000
S2 0.977 0.033 29.498 0.000
R-SQUARE
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
C1 0.638 0.147 4.344 0.000
C2 0.482 0.101 4.758 0.000
C3 0.577 0.309 1.871 0.061
C4 1.000 999.000 999.000 999.000
Latent Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
I 0.086 0.065 1.319 0.187
S1 0.146 0.081 1.807 0.071
S2 0.023 0.033 0.706 0.480
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION
NU
C1 C2 C3 C4 SEXE
________ ________ ________ ________ ________
0 0 0 0 0
NU
TTT CREVEIL TC1 TC2 TC3
________ ________ ________ ________ ________
0 0 0 0 0
NU
TC4
________
0
LAMBDA
I S1 S2 C1 C2
________ ________ ________ ________ ________
C1 0 0 0 0 0
C2 0 0 0 0 0
C3 0 0 0 0 0
C4 0 0 0 0 0
SEXE 0 0 0 0 0
TTT 0 0 0 0 0
CREVEIL 0 0 0 0 0
TC1 0 0 0 0 0
TC2 0 0 0 0 0
TC3 0 0 0 0 0
TC4 0 0 0 0 0
LAMBDA
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C1 0 0 0 0 0
C2 0 0 0 0 0
C3 0 0 0 0 0
C4 0 0 0 0 0
SEXE 0 0 0 0 0
TTT 0 0 0 0 0
CREVEIL 0 0 0 0 0
TC1 0 0 0 0 0
TC2 0 0 0 0 0
TC3 0 0 0 0 0
TC4 0 0 0 0 0
LAMBDA
TC1 TC2 TC3 TC4
________ ________ ________ ________
C1 0 0 0 0
C2 0 0 0 0
C3 0 0 0 0
C4 0 0 0 0
SEXE 0 0 0 0
TTT 0 0 0 0
CREVEIL 0 0 0 0
TC1 0 0 0 0
TC2 0 0 0 0
TC3 0 0 0 0
TC4 0 0 0 0
THETA
C1 C2 C3 C4 SEXE
________ ________ ________ ________ ________
C1 0
C2 0 0
C3 0 0 0
C4 0 0 0 0
SEXE 0 0 0 0 0
TTT 0 0 0 0 0
CREVEIL 0 0 0 0 0
TC1 0 0 0 0 0
TC2 0 0 0 0 0
TC3 0 0 0 0 0
TC4 0 0 0 0 0
THETA
TTT CREVEIL TC1 TC2 TC3
________ ________ ________ ________ ________
TTT 0
CREVEIL 0 0
TC1 0 0 0
TC2 0 0 0 0
TC3 0 0 0 0 0
TC4 0 0 0 0 0
THETA
TC4
________
TC4 0
ALPHA
I S1 S2 C1 C2
________ ________ ________ ________ ________
1 2 3 0 0
ALPHA
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
0 0 0 0 0
ALPHA
TC1 TC2 TC3 TC4
________ ________ ________ ________
0 0 0 0
BETA
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 0 0 0 0 0
S1 0 0 0 0 0
S2 0 0 0 0 0
C1 0 0 0 0 0
C2 0 0 0 0 0
C3 0 0 0 0 0
C4 0 0 0 0 0
SEXE 0 0 0 0 0
TTT 0 0 0 0 0
CREVEIL 0 0 0 0 0
TC1 0 0 0 0 0
TC2 0 0 0 0 0
TC3 0 0 0 0 0
TC4 0 0 0 0 0
BETA
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
I 0 0 4 5 6
S1 0 0 7 8 9
S2 0 0 10 11 12
C1 0 0 0 0 0
C2 0 0 0 0 0
C3 0 0 0 0 0
C4 0 0 0 0 0
SEXE 0 0 0 0 0
TTT 0 0 0 0 0
CREVEIL 0 0 0 0 0
TC1 0 0 0 0 0
TC2 0 0 0 0 0
TC3 0 0 0 0 0
TC4 0 0 0 0 0
BETA
TC1 TC2 TC3 TC4
________ ________ ________ ________
I 0 0 0 0
S1 0 0 0 0
S2 0 0 0 0
C1 13 0 0 0
C2 0 14 0 0
C3 0 0 15 0
C4 0 0 0 16
SEXE 0 0 0 0
TTT 0 0 0 0
CREVEIL 0 0 0 0
TC1 0 0 0 0
TC2 0 0 0 0
TC3 0 0 0 0
TC4 0 0 0 0
PSI
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 17
S1 18 19
S2 20 21 22
C1 0 0 0 23
C2 0 0 0 0 24
C3 0 0 0 0 0
C4 0 0 0 0 0
SEXE 0 0 0 0 0
TTT 0 0 0 0 0
CREVEIL 0 0 0 0 0
TC1 0 0 0 0 0
TC2 0 0 0 0 0
TC3 0 0 0 0 0
TC4 0 0 0 0 0
PSI
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C3 25
C4 0 0
SEXE 0 0 0
TTT 0 0 0 0
CREVEIL 0 0 0 0 0
TC1 0 0 0 0 0
TC2 0 0 0 0 0
TC3 0 0 0 0 0
TC4 0 0 0 0 0
PSI
TC1 TC2 TC3 TC4
________ ________ ________ ________
TC1 0
TC2 0 0
TC3 0 0 0
TC4 0 0 0 0
STARTING VALUES
NU
C1 C2 C3 C4 SEXE
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
TTT CREVEIL TC1 TC2 TC3
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
TC4
________
0.000
LAMBDA
I S1 S2 C1 C2
________ ________ ________ ________ ________
C1 0.000 0.000 0.000 1.000 0.000
C2 0.000 0.000 0.000 0.000 1.000
C3 0.000 0.000 0.000 0.000 0.000
C4 0.000 0.000 0.000 0.000 0.000
SEXE 0.000 0.000 0.000 0.000 0.000
TTT 0.000 0.000 0.000 0.000 0.000
CREVEIL 0.000 0.000 0.000 0.000 0.000
TC1 0.000 0.000 0.000 0.000 0.000
TC2 0.000 0.000 0.000 0.000 0.000
TC3 0.000 0.000 0.000 0.000 0.000
TC4 0.000 0.000 0.000 0.000 0.000
LAMBDA
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C1 0.000 0.000 0.000 0.000 0.000
C2 0.000 0.000 0.000 0.000 0.000
C3 1.000 0.000 0.000 0.000 0.000
C4 0.000 1.000 0.000 0.000 0.000
SEXE 0.000 0.000 1.000 0.000 0.000
TTT 0.000 0.000 0.000 1.000 0.000
CREVEIL 0.000 0.000 0.000 0.000 1.000
TC1 0.000 0.000 0.000 0.000 0.000
TC2 0.000 0.000 0.000 0.000 0.000
TC3 0.000 0.000 0.000 0.000 0.000
TC4 0.000 0.000 0.000 0.000 0.000
LAMBDA
TC1 TC2 TC3 TC4
________ ________ ________ ________
C1 0.000 0.000 0.000 0.000
C2 0.000 0.000 0.000 0.000
C3 0.000 0.000 0.000 0.000
C4 0.000 0.000 0.000 0.000
SEXE 0.000 0.000 0.000 0.000
TTT 0.000 0.000 0.000 0.000
CREVEIL 0.000 0.000 0.000 0.000
TC1 1.000 0.000 0.000 0.000
TC2 0.000 1.000 0.000 0.000
TC3 0.000 0.000 1.000 0.000
TC4 0.000 0.000 0.000 1.000
THETA
C1 C2 C3 C4 SEXE
________ ________ ________ ________ ________
C1 0.000
C2 0.000 0.000
C3 0.000 0.000 0.000
C4 0.000 0.000 0.000 0.000
SEXE 0.000 0.000 0.000 0.000 0.000
TTT 0.000 0.000 0.000 0.000 0.000
CREVEIL 0.000 0.000 0.000 0.000 0.000
TC1 0.000 0.000 0.000 0.000 0.000
TC2 0.000 0.000 0.000 0.000 0.000
TC3 0.000 0.000 0.000 0.000 0.000
TC4 0.000 0.000 0.000 0.000 0.000
THETA
TTT CREVEIL TC1 TC2 TC3
________ ________ ________ ________ ________
TTT 0.000
CREVEIL 0.000 0.000
TC1 0.000 0.000 0.000
TC2 0.000 0.000 0.000 0.000
TC3 0.000 0.000 0.000 0.000 0.000
TC4 0.000 0.000 0.000 0.000 0.000
THETA
TC4
________
TC4 0.000
ALPHA
I S1 S2 C1 C2
________ ________ ________ ________ ________
10.938 -1.450 7.675 0.000 0.000
ALPHA
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
0.000 0.000 0.327 0.574 0.505
ALPHA
TC1 TC2 TC3 TC4
________ ________ ________ ________
-0.004 -0.003 -0.002 -0.004
BETA
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 0.000 0.000 0.000 0.000 0.000
S1 0.000 0.000 0.000 0.000 0.000
S2 0.000 0.000 0.000 0.000 0.000
C1 1.000 0.000 0.000 0.000 0.000
C2 1.000 1.000 0.000 0.000 0.000
C3 1.000 4.000 0.000 0.000 0.000
C4 1.000 4.000 9.000 0.000 0.000
SEXE 0.000 0.000 0.000 0.000 0.000
TTT 0.000 0.000 0.000 0.000 0.000
CREVEIL 0.000 0.000 0.000 0.000 0.000
TC1 0.000 0.000 0.000 0.000 0.000
TC2 0.000 0.000 0.000 0.000 0.000
TC3 0.000 0.000 0.000 0.000 0.000
TC4 0.000 0.000 0.000 0.000 0.000
BETA
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
I 0.000 0.000 0.000 0.000 0.000
S1 0.000 0.000 0.000 0.000 0.000
S2 0.000 0.000 0.000 0.000 0.000
C1 0.000 0.000 0.000 0.000 0.000
C2 0.000 0.000 0.000 0.000 0.000
C3 0.000 0.000 0.000 0.000 0.000
C4 0.000 0.000 0.000 0.000 0.000
SEXE 0.000 0.000 0.000 0.000 0.000
TTT 0.000 0.000 0.000 0.000 0.000
CREVEIL 0.000 0.000 0.000 0.000 0.000
TC1 0.000 0.000 0.000 0.000 0.000
TC2 0.000 0.000 0.000 0.000 0.000
TC3 0.000 0.000 0.000 0.000 0.000
TC4 0.000 0.000 0.000 0.000 0.000
BETA
TC1 TC2 TC3 TC4
________ ________ ________ ________
I 0.000 0.000 0.000 0.000
S1 0.000 0.000 0.000 0.000
S2 0.000 0.000 0.000 0.000
C1 0.000 0.000 0.000 0.000
C2 0.000 0.000 0.000 0.000
C3 0.000 0.000 0.000 0.000
C4 0.000 0.000 0.000 0.000
SEXE 0.000 0.000 0.000 0.000
TTT 0.000 0.000 0.000 0.000
CREVEIL 0.000 0.000 0.000 0.000
TC1 0.000 0.000 0.000 0.000
TC2 0.000 0.000 0.000 0.000
TC3 0.000 0.000 0.000 0.000
TC4 0.000 0.000 0.000 0.000
PSI
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 40.607
S1 0.000 3.136
S2 0.000 0.000 10.428
C1 0.000 0.000 0.000 22.796
C2 0.000 0.000 0.000 0.000 18.188
C3 0.000 0.000 0.000 0.000 0.000
C4 0.000 0.000 0.000 0.000 0.000
SEXE 0.000 0.000 0.000 0.000 0.000
TTT 0.000 0.000 0.000 0.000 0.000
CREVEIL 0.000 0.000 0.000 0.000 0.000
TC1 0.000 0.000 0.000 0.000 0.000
TC2 0.000 0.000 0.000 0.000 0.000
TC3 0.000 0.000 0.000 0.000 0.000
TC4 0.000 0.000 0.000 0.000 0.000
PSI
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C3 11.350
C4 0.000 0.000
SEXE 0.000 0.000 0.220
TTT 0.000 0.000 -0.049 0.244
CREVEIL 0.000 0.000 -0.007 -0.003 0.250
TC1 0.000 0.000 -0.041 0.051 -0.390
TC2 0.000 0.000 -0.011 -0.009 -0.020
TC3 0.000 0.000 -0.079 0.071 -0.027
TC4 0.000 0.000 0.015 -0.058 -0.025
PSI
TC1 TC2 TC3 TC4
________ ________ ________ ________
TC1 1.318
TC2 0.441 0.454
TC3 0.187 0.270 1.467
TC4 -0.056 0.001 -0.010 0.854
TECHNICAL 4 OUTPUT
ESTIMATES DERIVED FROM THE MODEL
ESTIMATED MEANS FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
10.765 -1.077 -0.306 10.762 9.691
ESTIMATED MEANS FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
6.459 3.706 0.327 0.574 0.505
ESTIMATED MEANS FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
-0.004 -0.003 -0.002 -0.004
S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
0.640 0.213 0.051 0.652 0.485
S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
0.497 0.223 0.047 0.049 0.050
S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
0.114 0.067 0.121 0.092
EST./S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
16.818 -5.048 -5.997 16.500 19.971
EST./S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
12.999 16.584 7.001 11.672 10.150
EST./S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
-0.033 -0.038 -0.015 -0.043
TWO-TAILED P-VALUE FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TWO-TAILED P-VALUE FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TWO-TAILED P-VALUE FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
0.974 0.969 0.988 0.966
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 28.312
S1 -7.288 2.651
S2 -0.017 -0.238 0.122
C1 28.762 -7.431 -0.024 46.867
C2 21.008 -4.636 -0.252 20.981 34.951
C3 -0.705 3.255 -0.961 -0.931 2.754
C4 -1.035 1.192 0.131 -1.205 0.163
SEXE 0.570 -0.251 0.024 0.541 0.331
TTT -0.244 0.079 -0.001 -0.207 -0.156
CREVEIL -0.489 0.164 0.003 -0.775 -0.304
TC1 0.615 -0.195 -0.010 1.580 -0.037
TC2 0.015 -0.001 -0.002 0.338 -0.457
TC3 -0.178 0.078 -0.008 -0.041 -0.380
TC4 0.116 -0.039 0.000 0.075 0.076
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C3 22.656
C4 3.683 5.042
SEXE -0.374 -0.222 0.220
TTT 0.017 0.088 -0.049 0.244
CREVEIL 0.189 0.205 -0.007 -0.003 0.250
TC1 -0.309 -0.232 -0.041 0.051 -0.390
TC2 -0.196 -0.006 -0.011 -0.009 -0.020
TC3 -0.995 0.064 -0.079 0.071 -0.027
TC4 -0.032 -0.351 0.015 -0.058 -0.025
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
TC1 1.318
TC2 0.441 0.454
TC3 0.187 0.270 1.467
TC4 -0.056 0.001 -0.010 0.854
S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 10.135
S1 2.740 0.886
S2 0.260 0.228 0.095
C1 10.345 2.803 0.277 10.476
C2 7.484 2.080 0.261 7.701 7.660
C3 2.515 2.058 0.830 2.649 2.277
C4 1.136 0.668 0.115 1.177 0.689
SEXE 0.293 0.084 0.019 0.300 0.228
TTT 0.310 0.100 0.024 0.314 0.239
CREVEIL 0.358 0.113 0.025 0.341 0.271
TC1 0.581 0.186 0.042 0.735 0.570
TC2 0.094 0.038 0.004 0.258 0.348
TC3 0.244 0.085 0.011 0.303 0.278
TC4 0.161 0.062 0.008 0.196 0.118
S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C3 5.738
C4 1.830 1.693
SEXE 0.186 0.087 0.016
TTT 0.236 0.106 0.023 0.007
CREVEIL 0.242 0.109 0.023 0.025 0.000
TC1 0.410 0.169 0.054 0.059 0.042
TC2 0.108 0.049 0.026 0.033 0.033
TC3 0.429 0.092 0.050 0.057 0.060
TC4 0.127 0.217 0.046 0.045 0.046
S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
TC1 0.265
TC2 0.204 0.181
TC3 0.171 0.137 0.286
TC4 0.104 0.059 0.097 0.107
EST./S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 2.793
S1 -2.660 2.992
S2 -0.064 -1.043 1.284
C1 2.780 -2.651 -0.086 4.474
C2 2.807 -2.230 -0.969 2.725 4.562
C3 -0.280 1.582 -1.157 -0.351 1.210
C4 -0.911 1.783 1.139 -1.023 0.237
SEXE 1.946 -2.979 1.297 1.805 1.452
TTT -0.785 0.790 -0.021 -0.658 -0.652
CREVEIL -1.368 1.456 0.122 -2.269 -1.122
TC1 1.058 -1.050 -0.233 2.151 -0.066
TC2 0.158 -0.025 -0.472 1.309 -1.314
TC3 -0.730 0.917 -0.735 -0.135 -1.366
TC4 0.724 -0.631 0.015 0.385 0.642
EST./S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C3 3.948
C4 2.013 2.979
SEXE -2.008 -2.542 13.602
TTT 0.072 0.829 -2.122 33.459
CREVEIL 0.779 1.871 -0.282 -0.116 507.494
TC1 -0.754 -1.373 -0.758 0.864 -9.364
TC2 -1.814 -0.114 -0.437 -0.259 -0.597
TC3 -2.320 0.699 -1.585 1.237 -0.448
TC4 -0.252 -1.618 0.329 -1.289 -0.555
EST./S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
TC1 4.971
TC2 2.158 2.508
TC3 1.095 1.975 5.135
TC4 -0.535 0.017 -0.106 8.014
TWO-TAILED P-VALUE FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 0.005
S1 0.008 0.003
S2 0.949 0.297 0.199
C1 0.005 0.008 0.931 0.000
C2 0.005 0.026 0.333 0.006 0.000
C3 0.779 0.114 0.247 0.725 0.226
C4 0.363 0.075 0.255 0.306 0.813
SEXE 0.052 0.003 0.194 0.071 0.146
TTT 0.432 0.430 0.983 0.510 0.514
CREVEIL 0.171 0.145 0.903 0.023 0.262
TC1 0.290 0.294 0.816 0.031 0.948
TC2 0.875 0.980 0.637 0.191 0.189
TC3 0.466 0.359 0.462 0.893 0.172
TC4 0.469 0.528 0.988 0.700 0.521
TWO-TAILED P-VALUE FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C3 0.000
C4 0.044 0.003
SEXE 0.045 0.011 0.000
TTT 0.943 0.407 0.034 0.000
CREVEIL 0.436 0.061 0.778 0.908 0.000
TC1 0.451 0.170 0.449 0.387 0.000
TC2 0.070 0.909 0.662 0.796 0.551
TC3 0.020 0.485 0.113 0.216 0.654
TC4 0.801 0.106 0.742 0.197 0.579
TWO-TAILED P-VALUE FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
TC1 0.000
TC2 0.031 0.012
TC3 0.273 0.048 0.000
TC4 0.592 0.987 0.916 0.000
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 1.000
S1 -0.841 1.000
S2 -0.009 -0.418 1.000
C1 0.790 -0.667 -0.010 1.000
C2 0.668 -0.482 -0.122 0.518 1.000
C3 -0.028 0.420 -0.578 -0.029 0.098
C4 -0.087 0.326 0.167 -0.078 0.012
SEXE 0.229 -0.329 0.148 0.168 0.119
TTT -0.093 0.098 -0.003 -0.061 -0.053
CREVEIL -0.184 0.202 0.018 -0.226 -0.103
TC1 0.101 -0.104 -0.024 0.201 -0.006
TC2 0.004 -0.001 -0.008 0.073 -0.115
TC3 -0.028 0.039 -0.019 -0.005 -0.053
TC4 0.024 -0.026 0.000 0.012 0.014
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C3 1.000
C4 0.345 1.000
SEXE -0.168 -0.210 1.000
TTT 0.007 0.079 -0.211 1.000
CREVEIL 0.079 0.182 -0.028 -0.011 1.000
TC1 -0.057 -0.090 -0.076 0.089 -0.679
TC2 -0.061 -0.004 -0.036 -0.026 -0.059
TC3 -0.173 0.024 -0.139 0.118 -0.045
TC4 -0.007 -0.169 0.035 -0.128 -0.055
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
TC1 1.000
TC2 0.570 1.000
TC3 0.135 0.331 1.000
TC4 -0.052 0.002 -0.009 1.000
S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 0.000
S1 0.089 0.000
S2 0.141 0.212 0.000
C1 0.094 0.135 0.116 0.000
C2 0.084 0.149 0.104 0.119 0.000
C3 0.098 0.218 0.272 0.080 0.083
C4 0.092 0.147 0.144 0.072 0.052
SEXE 0.113 0.105 0.107 0.090 0.080
TTT 0.117 0.127 0.140 0.092 0.082
CREVEIL 0.123 0.131 0.142 0.095 0.088
TC1 0.091 0.098 0.101 0.087 0.084
TC2 0.027 0.034 0.015 0.051 0.077
TC3 0.037 0.042 0.024 0.036 0.038
TC4 0.032 0.041 0.023 0.031 0.022
S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C3 0.000
C4 0.121 0.000
SEXE 0.076 0.064 0.000
TTT 0.101 0.092 0.099 0.000
CREVEIL 0.100 0.085 0.099 0.099 0.000
TC1 0.074 0.065 0.097 0.106 0.114
TC2 0.030 0.033 0.079 0.098 0.104
TC3 0.069 0.032 0.081 0.090 0.100
TC4 0.029 0.085 0.107 0.096 0.100
S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
TC1 0.000
TC2 0.110 0.000
TC3 0.118 0.114 0.000
TC4 0.096 0.094 0.087 0.000
EST./S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 999.000
S1 -9.489 999.000
S2 -0.064 -1.970 999.000
C1 8.394 -4.948 -0.086 999.000
C2 7.963 -3.239 -1.180 4.349 999.000
C3 -0.285 1.929 -2.124 -0.358 1.173
C4 -0.941 2.224 1.159 -1.083 0.237
SEXE 2.015 -3.141 1.388 1.874 1.498
TTT -0.789 0.770 -0.021 -0.661 -0.654
CREVEIL -1.498 1.543 0.124 -2.377 -1.167
TC1 1.106 -1.070 -0.240 2.314 -0.066
TC2 0.155 -0.025 -0.506 1.433 -1.494
TC3 -0.747 0.941 -0.794 -0.135 -1.402
TC4 0.731 -0.628 0.015 0.384 0.644
EST./S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C3 999.000
C4 2.844 999.000
SEXE -2.207 -3.263 999.000
TTT 0.072 0.865 -2.143 999.000
CREVEIL 0.794 2.136 -0.282 -0.116 999.000
TC1 -0.767 -1.389 -0.779 0.841 -5.947
TC2 -2.054 -0.113 -0.457 -0.264 -0.566
TC3 -2.499 0.731 -1.718 1.309 -0.445
TC4 -0.252 -2.002 0.329 -1.329 -0.551
EST./S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
TC1 999.000
TC2 5.202 999.000
TC3 1.147 2.892 999.000
TC4 -0.548 0.017 -0.106 999.000
TWO-TAILED P-VALUE FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S1 S2 C1 C2
________ ________ ________ ________ ________
I 0.000
S1 0.000 0.000
S2 0.949 0.049 0.000
C1 0.000 0.000 0.932 0.000
C2 0.000 0.001 0.238 0.000 0.000
C3 0.776 0.054 0.034 0.720 0.241
C4 0.347 0.026 0.246 0.279 0.812
SEXE 0.044 0.002 0.165 0.061 0.134
TTT 0.430 0.441 0.983 0.509 0.513
CREVEIL 0.134 0.123 0.902 0.017 0.243
TC1 0.269 0.285 0.810 0.021 0.948
TC2 0.877 0.980 0.613 0.152 0.135
TC3 0.455 0.347 0.427 0.892 0.161
TC4 0.465 0.530 0.988 0.701 0.520
TWO-TAILED P-VALUE FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
C3 C4 SEXE TTT CREVEIL
________ ________ ________ ________ ________
C3 0.000
C4 0.004 0.000
SEXE 0.027 0.001 0.000
TTT 0.943 0.387 0.032 0.000
CREVEIL 0.427 0.033 0.778 0.908 0.000
TC1 0.443 0.165 0.436 0.401 0.000
TC2 0.040 0.910 0.647 0.792 0.571
TC3 0.012 0.465 0.086 0.190 0.657
TC4 0.801 0.045 0.742 0.184 0.581
TWO-TAILED P-VALUE FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
TC1 TC2 TC3 TC4
________ ________ ________ ________
TC1 0.000
TC2 0.000 0.000
TC3 0.251 0.004 0.000
TC4 0.583 0.987 0.915 0.000
SAMPLE STATISTICS FOR ESTIMATED FACTOR SCORES
SAMPLE STATISTICS
Means
I I_SE S1 S1_SE S2
________ ________ ________ ________ ________
10.765 2.790 -1.077 0.901 -0.306
Means
S2_SE
________
0.239
Covariances
I I_SE S1 S1_SE S2
________ ________ ________ ________ ________
I 20.530
I_SE 0.000 0.000
S1 -5.273 0.000 1.840
S1_SE 0.000 0.000 0.000 0.000
S2 -0.048 0.000 -0.101 0.000 0.065
S2_SE 0.000 0.000 0.000 0.000 0.000
Covariances
S2_SE
________
S2_SE 0.000
Correlations
I I_SE S1 S1_SE S2
________ ________ ________ ________ ________
I 1.000
I_SE 999.000 1.000
S1 -0.858 999.000 1.000
S1_SE 999.000 999.000 999.000 1.000
S2 -0.042 999.000 -0.293 999.000 1.000
S2_SE 999.000 999.000 999.000 999.000 999.000
Correlations
S2_SE
________
S2_SE 1.000
PLOT INFORMATION
The following plots are available:
Histograms (sample values, estimated factor scores, estimated values, residuals)
Scatterplots (sample values, estimated factor scores, estimated values, residuals)
Sample means
Estimated means
Sample and estimated means
Adjusted estimated means
Latent variable distribution plots
Observed individual values
Estimated individual values
DIAGRAM INFORMATION
Use View Diagram under the Diagram menu in the Mplus Editor to view the diagram.
If running Mplus from the Mplus Diagrammer, the diagram opens automatically.
Diagram output
c:\project\mpluslivre\stx\chapitres\chapitre_07\script7.12d.dgm
Beginning Time: 18:20:54
Ending Time: 18:20:54
Elapsed Time: 00:00:00
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