Mplus VERSION 8.10
MUTHEN & MUTHEN
08/31/2023 4:56 PM
OUTPUT SECTIONS
INPUT INSTRUCTIONS
TITLE: 010_Parallel_growth_curve_model_anxiety_and_depressive symptoms
DATA:
FILE IS data.dat;
LISTWISE = ON;
VARIABLE:
NAMES ARE
id female pdu1 ace1 worry1
lone1 lone2 lone3 lone4 lone5
anx1 anx2 anx3 anx4 anx5
dep1 dep2 dep3 dep4 dep5
host1 host2 host3 host4 host5
percon5 percon5b subs5 subs5b sleep5 sleep5b;
USEVARIABLES ARE
anx1 anx2 anx3 anx4 anx5
dep1 dep2 dep3 dep4 dep5;
MISSING ARE ALL (-999);
ANALYSIS:
ESTIMATOR = ML;
MODEL = NOCOV;!Suppress Mplus default correlations between the growth factors
!That way, you have control over what variables you want to correlate or
MODEL:
I_ANX S_ANX|anx1@0 anx2@1 anx3@3 anx4@4 anx5@6;!anxiety symptoms growth
I_DEP S_DEP|dep1@0 dep2@1 dep3@3 dep4@4 dep5@6;!depressive symptoms
!Correlate the growth factors
I_ANX WITH S_ANX;
I_DEP WITH S_DEP;
I_ANX WITH I_DEP;
S_ANX WITH S_DEP;
OUTPUT:
SAMPSTAT;
INPUT READING TERMINATED NORMALLY
010_Parallel_growth_curve_model_anxiety_and_depressive symptoms
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 321
Number of dependent variables 10
Number of independent variables 0
Number of continuous latent variables 4
Observed dependent variables
Continuous
ANX1 ANX2 ANX3 ANX4 ANX5 DEP1
DEP2 DEP3 DEP4 DEP5
Continuous latent variables
I_ANX S_ANX I_DEP S_DEP
Estimator ML
Information matrix OBSERVED
Maximum number of iterations 1000
Convergence criterion 0.500D-04
Maximum number of steepest descent iterations 20
Input data file(s)
data.dat
Input data format FREE
SAMPLE STATISTICS
SAMPLE STATISTICS
Means
ANX1 ANX2 ANX3 ANX4 ANX5
________ ________ ________ ________ ________
1.392 1.354 1.394 1.216 1.208
Means
DEP1 DEP2 DEP3 DEP4 DEP5
________ ________ ________ ________ ________
1.506 1.552 1.641 1.471 1.420
Covariances
ANX1 ANX2 ANX3 ANX4 ANX5
________ ________ ________ ________ ________
ANX1 0.190
ANX2 0.118 0.250
ANX3 0.090 0.131 0.247
ANX4 0.038 0.067 0.083 0.157
ANX5 0.035 0.064 0.073 0.057 0.119
DEP1 0.163 0.127 0.103 0.057 0.046
DEP2 0.122 0.225 0.134 0.075 0.065
DEP3 0.095 0.131 0.231 0.092 0.081
DEP4 0.053 0.097 0.109 0.170 0.068
DEP5 0.036 0.070 0.079 0.051 0.111
Covariances
DEP1 DEP2 DEP3 DEP4 DEP5
________ ________ ________ ________ ________
DEP1 0.273
DEP2 0.187 0.345
DEP3 0.151 0.184 0.396
DEP4 0.118 0.139 0.173 0.312
DEP5 0.077 0.104 0.134 0.093 0.238
Correlations
ANX1 ANX2 ANX3 ANX4 ANX5
________ ________ ________ ________ ________
ANX1 1.000
ANX2 0.539 1.000
ANX3 0.414 0.526 1.000
ANX4 0.218 0.337 0.420 1.000
ANX5 0.236 0.369 0.429 0.419 1.000
DEP1 0.714 0.487 0.395 0.274 0.256
DEP2 0.477 0.765 0.459 0.323 0.320
DEP3 0.345 0.416 0.738 0.370 0.374
DEP4 0.219 0.347 0.394 0.771 0.354
DEP5 0.171 0.287 0.324 0.266 0.662
Correlations
DEP1 DEP2 DEP3 DEP4 DEP5
________ ________ ________ ________ ________
DEP1 1.000
DEP2 0.608 1.000
DEP3 0.459 0.497 1.000
DEP4 0.405 0.423 0.493 1.000
DEP5 0.303 0.362 0.436 0.342 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
ANX1 1.392 1.762 1.000 23.05% 1.000 1.200 1.300
321.000 0.190 3.502 3.300 0.31% 1.400 1.600
ANX2 1.354 2.978 1.000 26.79% 1.000 1.100 1.200
321.000 0.250 12.188 5.000 0.31% 1.300 1.500
ANX3 1.394 2.001 1.000 27.41% 1.000 1.100 1.200
321.000 0.247 4.864 4.100 0.31% 1.300 1.700
ANX4 1.216 3.248 1.000 44.24% 1.000 1.000 1.100
321.000 0.157 11.707 3.300 0.62% 1.100 1.300
ANX5 1.208 3.500 1.000 42.99% 1.000 1.000 1.100
321.000 0.119 17.886 4.000 0.31% 1.100 1.400
DEP1 1.506 1.607 1.000 14.64% 1.080 1.250 1.330
321.000 0.273 2.775 3.830 0.31% 1.500 1.830
DEP2 1.552 2.021 1.000 13.71% 1.090 1.270 1.360
321.000 0.345 5.508 5.000 0.31% 1.550 1.910
DEP3 1.641 1.435 1.000 13.40% 1.080 1.330 1.420
321.000 0.396 2.195 4.580 0.31% 1.580 2.080
DEP4 1.471 2.294 1.000 17.45% 1.080 1.250 1.330
321.000 0.312 6.396 4.330 0.31% 1.420 1.750
DEP5 1.420 2.534 1.000 19.00% 1.080 1.170 1.250
321.000 0.238 9.707 4.750 0.31% 1.420 1.670
THE MODEL ESTIMATION TERMINATED NORMALLY
WARNING: THE LATENT VARIABLE COVARIANCE MATRIX (PSI) IS NOT POSITIVE
DEFINITE. THIS COULD INDICATE A NEGATIVE VARIANCE/RESIDUAL VARIANCE FOR A
LATENT VARIABLE, A CORRELATION GREATER OR EQUAL TO ONE BETWEEN TWO LATENT
VARIABLES, OR A LINEAR DEPENDENCY AMONG MORE THAN TWO LATENT VARIABLES.
CHECK THE TECH4 OUTPUT FOR MORE INFORMATION.
PROBLEM INVOLVING VARIABLE S_DEP.
MODEL FIT INFORMATION
Number of Free Parameters 22
Loglikelihood
H0 Value -1711.078
H1 Value -1300.634
Information Criteria
Akaike (AIC) 3466.156
Bayesian (BIC) 3549.128
Sample-Size Adjusted BIC 3479.347
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 820.887
Degrees of Freedom 43
P-Value 0.0000
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.237
90 Percent C.I. 0.223 0.252
Probability RMSEA <= .05 0.000
CFI/TLI
CFI 0.584
TLI 0.564
Chi-Square Test of Model Fit for the Baseline Model
Value 1912.994
Degrees of Freedom 45
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value 0.301
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
I_ANX |
ANX1 1.000 0.000 999.000 999.000
ANX2 1.000 0.000 999.000 999.000
ANX3 1.000 0.000 999.000 999.000
ANX4 1.000 0.000 999.000 999.000
ANX5 1.000 0.000 999.000 999.000
S_ANX |
ANX1 0.000 0.000 999.000 999.000
ANX2 1.000 0.000 999.000 999.000
ANX3 3.000 0.000 999.000 999.000
ANX4 4.000 0.000 999.000 999.000
ANX5 6.000 0.000 999.000 999.000
I_DEP |
DEP1 1.000 0.000 999.000 999.000
DEP2 1.000 0.000 999.000 999.000
DEP3 1.000 0.000 999.000 999.000
DEP4 1.000 0.000 999.000 999.000
DEP5 1.000 0.000 999.000 999.000
S_DEP |
DEP1 0.000 0.000 999.000 999.000
DEP2 1.000 0.000 999.000 999.000
DEP3 3.000 0.000 999.000 999.000
DEP4 4.000 0.000 999.000 999.000
DEP5 6.000 0.000 999.000 999.000
I_ANX WITH
S_ANX 0.000 0.002 0.100 0.920
I_DEP 0.125 0.014 8.742 0.000
I_DEP WITH
S_DEP 0.005 0.003 1.831 0.067
S_ANX WITH
S_DEP 0.004 0.000 7.355 0.000
Means
I_ANX 1.397 0.022 64.777 0.000
S_ANX -0.032 0.004 -7.833 0.000
I_DEP 1.545 0.027 56.418 0.000
S_DEP -0.014 0.005 -2.786 0.005
Intercepts
ANX1 0.000 0.000 999.000 999.000
ANX2 0.000 0.000 999.000 999.000
ANX3 0.000 0.000 999.000 999.000
ANX4 0.000 0.000 999.000 999.000
ANX5 0.000 0.000 999.000 999.000
DEP1 0.000 0.000 999.000 999.000
DEP2 0.000 0.000 999.000 999.000
DEP3 0.000 0.000 999.000 999.000
DEP4 0.000 0.000 999.000 999.000
DEP5 0.000 0.000 999.000 999.000
Variances
I_ANX 0.097 0.011 8.808 0.000
S_ANX 0.002 0.000 4.323 0.000
I_DEP 0.171 0.018 9.236 0.000
S_DEP 0.002 0.001 3.078 0.002
Residual Variances
ANX1 0.083 0.010 8.572 0.000
ANX2 0.122 0.011 10.828 0.000
ANX3 0.148 0.013 11.717 0.000
ANX4 0.103 0.009 11.209 0.000
ANX5 0.062 0.009 6.950 0.000
DEP1 0.103 0.013 7.976 0.000
DEP2 0.149 0.014 10.608 0.000
DEP3 0.241 0.021 11.626 0.000
DEP4 0.181 0.016 11.350 0.000
DEP5 0.156 0.018 8.749 0.000
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.535E-05
(ratio of smallest to largest eigenvalue)
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
m:\quant_resources\0000 workshops\000_nov_ntnu\001_lgcm_and_its_extensions\010_parallel_growth_curve_model_anxiety_a
Beginning Time: 16:56:40
Ending Time: 16:56:42
Elapsed Time: 00:00:02
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