Mplus VERSION 8.6
MUTHEN & MUTHEN
07/20/2021 6:21 PM
OUTPUT SECTIONS
INPUT INSTRUCTIONS
TITLE: 7.13 M4c. Modèle linéaire 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 s | C1@0 C2@1 C3@4 C4@9 ;
i s 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
7.13 M4c. Modèle linéaire 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 2
Observed dependent variables
Continuous
C1 C2 C3 C4
Observed independent variables
SEXE TTT CREVEIL TC1 TC2 TC3
TC4
Continuous latent variables
I S
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:
54.4389 15
54.4389 11
54.4389 5
54.4389 1
54.4389 12
54.4389 18
54.4389 14
54.4389 3
54.4389 2
54.4389 20
54.4389 unperturbed
54.4389 9
54.4389 17
54.4389 7
54.4389 6
54.4389 16
54.4389 4
54.4389 13
54.4389 19
54.4389 8
54.4389 10
MODEL FIT INFORMATION
Number of Free Parameters 18
Loglikelihood
H0 Value -1162.190
H0 Scaling Correction Factor 1.3886
for MLR
H1 Value -1134.971
H1 Scaling Correction Factor 1.1680
for MLR
Information Criteria
Akaike (AIC) 2360.380
Bayesian (BIC) 2407.453
Sample-Size Adjusted BIC 2350.601
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 54.301*
Degrees of Freedom 24
P-Value 0.0004
Scaling Correction Factor 1.0025
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 0.112
90 Percent C.I. 0.072 0.152
Probability RMSEA <= .05 0.008
CFI/TLI
CFI 0.618
TLI 0.459
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 0.110
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
S |
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 9.000 0.000 999.000 999.000
I ON
SEXE 1.566 1.066 1.469 0.142
TTT -0.607 0.946 -0.642 0.521
CREVEIL -1.143 1.068 -1.070 0.284
S ON
SEXE -0.278 0.120 -2.311 0.021
TTT 0.078 0.114 0.689 0.491
CREVEIL 0.211 0.123 1.716 0.086
C1 ON
TC1 0.844 0.537 1.573 0.116
C2 ON
TC2 -1.363 0.617 -2.209 0.027
C3 ON
TC3 -0.328 0.272 -1.208 0.227
C4 ON
TC4 -0.346 0.234 -1.479 0.139
S WITH
I -1.664 0.701 -2.376 0.018
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 10.810 0.964 11.210 0.000
S -0.804 0.115 -7.013 0.000
Residual Variances
C1 25.362 8.155 3.110 0.002
C2 18.648 6.170 3.022 0.003
C3 21.824 5.899 3.700 0.000
C4 0.000 0.000 999.000 999.000
I 15.432 6.364 2.425 0.015
S 0.235 0.078 2.999 0.003
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.387E-04
(ratio of smallest to largest eigenvalue)
STANDARDIZED MODEL RESULTS
STDYX Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
I |
C1 0.617 0.114 5.429 0.000
C2 0.712 0.139 5.126 0.000
C3 0.768 0.109 7.016 0.000
C4 1.811 0.508 3.568 0.000
S |
C1 0.000 0.000 999.000 999.000
C2 0.091 0.015 6.033 0.000
C3 0.391 0.042 9.232 0.000
C4 2.077 0.450 4.618 0.000
I ON
SEXE 0.181 0.112 1.614 0.107
TTT -0.074 0.114 -0.648 0.517
CREVEIL -0.141 0.118 -1.187 0.235
S ON
SEXE -0.252 0.099 -2.551 0.011
TTT 0.075 0.109 0.686 0.493
CREVEIL 0.204 0.102 2.001 0.045
C1 ON
TC1 0.147 0.092 1.594 0.111
C2 ON
TC2 -0.161 0.078 -2.063 0.039
C3 ON
TC3 -0.075 0.066 -1.138 0.255
C4 ON
TC4 -0.143 0.080 -1.774 0.076
S WITH
I -0.873 0.057 -15.190 0.000
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 2.661 0.500 5.323 0.000
S -1.554 0.271 -5.737 0.000
Residual Variances
C1 0.584 0.153 3.809 0.000
C2 0.573 0.142 4.026 0.000
C3 0.779 0.049 15.944 0.000
C4 0.000 999.000 999.000 999.000
I 0.935 0.064 14.672 0.000
S 0.879 0.077 11.419 0.000
R-SQUARE
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
C1 0.416 0.153 2.708 0.007
C2 0.427 0.142 2.999 0.003
C3 0.221 0.049 4.512 0.000
C4 1.000 999.000 999.000 999.000
Latent Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
I 0.065 0.064 1.016 0.309
S 0.121 0.077 1.578 0.115
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 S C1 C2 C3
________ ________ ________ ________ ________
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
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
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
TC2 TC3 TC4
________ ________ ________
C1 0 0 0
C2 0 0 0
C3 0 0 0
C4 0 0 0
SEXE 0 0 0
TTT 0 0 0
CREVEIL 0 0 0
TC1 0 0 0
TC2 0 0 0
TC3 0 0 0
TC4 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 S C1 C2 C3
________ ________ ________ ________ ________
1 2 0 0 0
ALPHA
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
0 0 0 0 0
ALPHA
TC2 TC3 TC4
________ ________ ________
0 0 0
BETA
I S C1 C2 C3
________ ________ ________ ________ ________
I 0 0 0 0 0
S 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
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
I 0 3 4 5 0
S 0 6 7 8 0
C1 0 0 0 0 9
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
TC2 TC3 TC4
________ ________ ________
I 0 0 0
S 0 0 0
C1 0 0 0
C2 10 0 0
C3 0 11 0
C4 0 0 12
SEXE 0 0 0
TTT 0 0 0
CREVEIL 0 0 0
TC1 0 0 0
TC2 0 0 0
TC3 0 0 0
TC4 0 0 0
PSI
I S C1 C2 C3
________ ________ ________ ________ ________
I 13
S 14 15
C1 0 0 16
C2 0 0 0 17
C3 0 0 0 0 18
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
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
C4 0
SEXE 0 0
TTT 0 0 0
CREVEIL 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
TC2 TC3 TC4
________ ________ ________
TC2 0
TC3 0 0
TC4 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 S C1 C2 C3
________ ________ ________ ________ ________
C1 0.000 0.000 1.000 0.000 0.000
C2 0.000 0.000 0.000 1.000 0.000
C3 0.000 0.000 0.000 0.000 1.000
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
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
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 1.000 0.000 0.000 0.000 0.000
SEXE 0.000 1.000 0.000 0.000 0.000
TTT 0.000 0.000 1.000 0.000 0.000
CREVEIL 0.000 0.000 0.000 1.000 0.000
TC1 0.000 0.000 0.000 0.000 1.000
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
TC2 TC3 TC4
________ ________ ________
C1 0.000 0.000 0.000
C2 0.000 0.000 0.000
C3 0.000 0.000 0.000
C4 0.000 0.000 0.000
SEXE 0.000 0.000 0.000
TTT 0.000 0.000 0.000
CREVEIL 0.000 0.000 0.000
TC1 0.000 0.000 0.000
TC2 1.000 0.000 0.000
TC3 0.000 1.000 0.000
TC4 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 S C1 C2 C3
________ ________ ________ ________ ________
10.413 -0.782 0.000 0.000 0.000
ALPHA
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
0.000 0.327 0.574 0.505 -0.004
ALPHA
TC2 TC3 TC4
________ ________ ________
-0.003 -0.002 -0.004
BETA
I S C1 C2 C3
________ ________ ________ ________ ________
I 0.000 0.000 0.000 0.000 0.000
S 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 9.000 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
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
I 0.000 0.000 0.000 0.000 0.000
S 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
TC2 TC3 TC4
________ ________ ________
I 0.000 0.000 0.000
S 0.000 0.000 0.000
C1 0.000 0.000 0.000
C2 0.000 0.000 0.000
C3 0.000 0.000 0.000
C4 0.000 0.000 0.000
SEXE 0.000 0.000 0.000
TTT 0.000 0.000 0.000
CREVEIL 0.000 0.000 0.000
TC1 0.000 0.000 0.000
TC2 0.000 0.000 0.000
TC3 0.000 0.000 0.000
TC4 0.000 0.000 0.000
PSI
I S C1 C2 C3
________ ________ ________ ________ ________
I 29.375
S 0.000 0.576
C1 0.000 0.000 22.796
C2 0.000 0.000 0.000 18.188
C3 0.000 0.000 0.000 0.000 11.350
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
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
C4 0.000
SEXE 0.000 0.220
TTT 0.000 -0.049 0.244
CREVEIL 0.000 -0.007 -0.003 0.250
TC1 0.000 -0.041 0.051 -0.390 1.318
TC2 0.000 -0.011 -0.009 -0.020 0.441
TC3 0.000 -0.079 0.071 -0.027 0.187
TC4 0.000 0.015 -0.058 -0.025 -0.056
PSI
TC2 TC3 TC4
________ ________ ________
TC2 0.454
TC3 0.270 1.467
TC4 0.001 -0.010 0.854
TECHNICAL 4 OUTPUT
ESTIMATES DERIVED FROM THE MODEL
ESTIMATED MEANS FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
10.396 -0.743 10.393 9.656 7.422
ESTIMATED MEANS FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
3.706 0.327 0.574 0.505 -0.004
ESTIMATED MEANS FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
-0.003 -0.002 -0.004
S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
0.534 0.064 0.548 0.484 0.314
S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
0.223 0.047 0.049 0.050 0.114
S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
0.067 0.121 0.092
EST./S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
19.462 -11.534 18.966 19.962 23.621
EST./S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
16.604 7.001 11.672 10.150 -0.033
EST./S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
-0.038 -0.015 -0.043
TWO-TAILED P-VALUE FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TWO-TAILED P-VALUE FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.974
TWO-TAILED P-VALUE FOR ESTIMATED MEANS FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
0.969 0.988 0.966
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
I 16.501
S -1.850 0.268
C1 16.798 -1.907 43.396
C2 14.637 -1.580 14.369 32.538
C3 9.145 -0.786 9.162 8.475 28.001
C4 -0.182 0.566 -0.380 0.392 2.062
SEXE 0.382 -0.066 0.347 0.331 0.142
TTT -0.222 0.032 -0.179 -0.178 -0.116
CREVEIL -0.294 0.054 -0.623 -0.213 -0.068
TC1 0.351 -0.067 1.464 -0.317 0.021
TC2 0.010 -0.002 0.382 -0.610 -0.085
TC3 -0.136 0.022 0.022 -0.482 -0.530
TC4 0.088 -0.014 0.041 0.073 0.035
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
C4 5.030
SEXE -0.222 0.220
TTT 0.088 -0.049 0.244
CREVEIL 0.205 -0.007 -0.003 0.250
TC1 -0.234 -0.041 0.051 -0.390 1.318
TC2 -0.006 -0.011 -0.009 -0.020 0.441
TC3 0.064 -0.079 0.071 -0.027 0.187
TC4 -0.335 0.015 -0.058 -0.025 -0.056
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
TC2 0.454
TC3 0.270 1.467
TC4 0.001 -0.010 0.854
S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
I 7.028
S 0.790 0.091
C1 7.230 0.817 8.732
C2 6.237 0.702 6.477 6.543
C3 3.893 0.445 4.005 3.383 7.285
C4 0.754 0.207 0.794 0.667 0.752
SEXE 0.258 0.029 0.265 0.232 0.152
TTT 0.258 0.031 0.262 0.235 0.152
CREVEIL 0.272 0.032 0.311 0.249 0.164
TC1 0.432 0.051 0.768 0.593 0.277
TC2 0.059 0.010 0.279 0.394 0.095
TC3 0.181 0.026 0.260 0.299 0.420
TC4 0.114 0.018 0.157 0.123 0.058
S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
C4 1.693
SEXE 0.087 0.016
TTT 0.106 0.023 0.007
CREVEIL 0.109 0.023 0.025 0.000
TC1 0.168 0.054 0.059 0.042 0.265
TC2 0.048 0.026 0.033 0.033 0.204
TC3 0.091 0.050 0.057 0.060 0.171
TC4 0.218 0.046 0.045 0.046 0.104
S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
TC2 0.181
TC3 0.137 0.286
TC4 0.059 0.097 0.107
EST./S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
I 2.348
S -2.342 2.942
C1 2.323 -2.334 4.970
C2 2.347 -2.251 2.218 4.973
C3 2.349 -1.767 2.288 2.505 3.844
C4 -0.242 2.741 -0.478 0.587 2.742
SEXE 1.477 -2.263 1.313 1.424 0.937
TTT -0.859 1.041 -0.683 -0.757 -0.767
CREVEIL -1.084 1.713 -2.003 -0.853 -0.413
TC1 0.812 -1.318 1.906 -0.534 0.075
TC2 0.171 -0.166 1.371 -1.549 -0.895
TC3 -0.754 0.832 0.085 -1.616 -1.262
TC4 0.776 -0.790 0.263 0.593 0.599
EST./S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
C4 2.972
SEXE -2.549 13.602
TTT 0.830 -2.122 33.459
CREVEIL 1.873 -0.282 -0.116 507.494
TC1 -1.389 -0.758 0.864 -9.364 4.971
TC2 -0.117 -0.437 -0.259 -0.597 2.158
TC3 0.705 -1.585 1.237 -0.448 1.095
TC4 -1.533 0.329 -1.289 -0.555 -0.535
EST./S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
TC2 2.508
TC3 1.975 5.135
TC4 0.017 -0.106 8.014
TWO-TAILED P-VALUE FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
I 0.019
S 0.019 0.003
C1 0.020 0.020 0.000
C2 0.019 0.024 0.027 0.000
C3 0.019 0.077 0.022 0.012 0.000
C4 0.809 0.006 0.632 0.557 0.006
SEXE 0.140 0.024 0.189 0.154 0.349
TTT 0.390 0.298 0.494 0.449 0.443
CREVEIL 0.279 0.087 0.045 0.394 0.680
TC1 0.417 0.187 0.057 0.593 0.940
TC2 0.864 0.868 0.171 0.121 0.371
TC3 0.451 0.406 0.932 0.106 0.207
TC4 0.438 0.430 0.793 0.553 0.549
TWO-TAILED P-VALUE FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
C4 0.003
SEXE 0.011 0.000
TTT 0.407 0.034 0.000
CREVEIL 0.061 0.778 0.908 0.000
TC1 0.165 0.449 0.387 0.000 0.000
TC2 0.907 0.662 0.796 0.551 0.031
TC3 0.481 0.113 0.216 0.654 0.273
TC4 0.125 0.742 0.197 0.579 0.592
TWO-TAILED P-VALUE FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
TC2 0.012
TC3 0.048 0.000
TC4 0.987 0.916 0.000
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
I 1.000
S -0.880 1.000
C1 0.628 -0.559 1.000
C2 0.632 -0.535 0.382 1.000
C3 0.425 -0.287 0.263 0.281 1.000
C4 -0.020 0.488 -0.026 0.031 0.174
SEXE 0.200 -0.274 0.112 0.124 0.057
TTT -0.111 0.126 -0.055 -0.063 -0.044
CREVEIL -0.145 0.210 -0.189 -0.075 -0.026
TC1 0.075 -0.113 0.194 -0.048 0.003
TC2 0.004 -0.005 0.086 -0.159 -0.024
TC3 -0.028 0.035 0.003 -0.070 -0.083
TC4 0.024 -0.030 0.007 0.014 0.007
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
C4 1.000
SEXE -0.211 1.000
TTT 0.079 -0.211 1.000
CREVEIL 0.183 -0.028 -0.011 1.000
TC1 -0.091 -0.076 0.089 -0.679 1.000
TC2 -0.004 -0.036 -0.026 -0.059 0.570
TC3 0.024 -0.139 0.118 -0.045 0.135
TC4 -0.162 0.035 -0.128 -0.055 -0.052
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
TC2 1.000
TC3 0.331 1.000
TC4 0.002 -0.009 1.000
S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
I 0.000
S 0.054 0.000
C1 0.119 0.130 0.000
C2 0.123 0.140 0.150 0.000
C3 0.063 0.100 0.082 0.079 0.000
C4 0.082 0.113 0.053 0.051 0.050
SEXE 0.122 0.109 0.084 0.083 0.059
TTT 0.126 0.121 0.080 0.083 0.057
CREVEIL 0.120 0.105 0.090 0.086 0.061
TC1 0.088 0.080 0.094 0.089 0.046
TC2 0.022 0.030 0.055 0.082 0.026
TC3 0.035 0.040 0.033 0.040 0.067
TC4 0.029 0.037 0.026 0.023 0.012
S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
C4 0.000
SEXE 0.064 0.000
TTT 0.092 0.099 0.000
CREVEIL 0.085 0.099 0.099 0.000
TC1 0.065 0.097 0.106 0.114 0.000
TC2 0.032 0.079 0.098 0.104 0.110
TC3 0.032 0.081 0.090 0.100 0.118
TC4 0.085 0.107 0.096 0.100 0.096
S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
TC2 0.000
TC3 0.114 0.000
TC4 0.094 0.087 0.000
EST./S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
I 999.000
S -16.150 999.000
C1 5.292 -4.289 999.000
C2 5.140 -3.815 2.547 999.000
C3 6.714 -2.878 3.189 3.544 999.000
C4 -0.244 4.316 -0.485 0.596 3.492
SEXE 1.636 -2.521 1.337 1.488 0.967
TTT -0.878 1.043 -0.686 -0.763 -0.776
CREVEIL -1.204 1.997 -2.092 -0.866 -0.420
TC1 0.858 -1.416 2.048 -0.547 0.075
TC2 0.169 -0.163 1.557 -1.929 -0.929
TC3 -0.786 0.862 0.085 -1.728 -1.234
TC4 0.799 -0.798 0.263 0.594 0.609
EST./S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
C4 999.000
SEXE -3.283 999.000
TTT 0.866 -2.143 999.000
CREVEIL 2.141 -0.282 -0.116 999.000
TC1 -1.406 -0.779 0.841 -5.947 999.000
TC2 -0.116 -0.457 -0.264 -0.566 5.202
TC3 0.738 -1.718 1.309 -0.445 1.147
TC4 -1.890 0.329 -1.329 -0.551 -0.548
EST./S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
TC2 999.000
TC3 2.892 999.000
TC4 0.017 -0.106 999.000
TWO-TAILED P-VALUE FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S C1 C2 C3
________ ________ ________ ________ ________
I 0.000
S 0.000 0.000
C1 0.000 0.000 0.000
C2 0.000 0.000 0.011 0.000
C3 0.000 0.004 0.001 0.000 0.000
C4 0.807 0.000 0.628 0.551 0.000
SEXE 0.102 0.012 0.181 0.137 0.334
TTT 0.380 0.297 0.493 0.446 0.438
CREVEIL 0.228 0.046 0.036 0.387 0.675
TC1 0.391 0.157 0.041 0.584 0.940
TC2 0.866 0.870 0.119 0.054 0.353
TC3 0.432 0.389 0.932 0.084 0.217
TC4 0.424 0.425 0.793 0.552 0.542
TWO-TAILED P-VALUE FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
C4 SEXE TTT CREVEIL TC1
________ ________ ________ ________ ________
C4 0.000
SEXE 0.001 0.000
TTT 0.386 0.032 0.000
CREVEIL 0.032 0.778 0.908 0.000
TC1 0.160 0.436 0.401 0.000 0.000
TC2 0.908 0.647 0.792 0.571 0.000
TC3 0.460 0.086 0.190 0.657 0.251
TC4 0.059 0.742 0.184 0.581 0.583
TWO-TAILED P-VALUE FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
TC2 TC3 TC4
________ ________ ________
TC2 0.000
TC3 0.004 0.000
TC4 0.987 0.915 0.000
SAMPLE STATISTICS FOR ESTIMATED FACTOR SCORES
SAMPLE STATISTICS
Means
I I_SE S S_SE
________ ________ ________ ________
10.396 2.493 -0.743 0.277
Covariances
I I_SE S S_SE
________ ________ ________ ________
I 10.287
I_SE 0.000 0.000
S -1.160 0.000 0.191
S_SE 0.000 0.000 0.000 0.000
Correlations
I I_SE S S_SE
________ ________ ________ ________
I 1.000
I_SE 999.000 1.000
S -0.827 999.000 1.000
S_SE 999.000 999.000 999.000 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\script7.13.dgm
Beginning Time: 18:21:22
Ending Time: 18:21:23
Elapsed Time: 00:00:01
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