Mplus VERSION 8.10
MUTHEN & MUTHEN
09/01/2023 10:06 AM
OUTPUT SECTIONS
INPUT INSTRUCTIONS
TITLE: 006_Linear_growht_curve_model_with_time_invariant_covariates
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
lone1 lone2 lone3 lone4 lone5 female;
MISSING ARE ALL (-999);
ANALYSIS:
ESTIMATOR = ML;
MODEL:
I S|lone1@0 lone2@1 lone3@3 lone4@4 lone5@6;
!Regress growth factors on the time-invariant covariate
I S ON female;
!I S ON female pdu1 ace1;
!On the presentation slide. Remeber to include pdu1 and ace1 in the USEVARIABLE command
OUTPUT:
SAMPSTAT;
INPUT READING TERMINATED NORMALLY
006_Linear_growht_curve_model_with_time_invariant_covariates
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 320
Number of dependent variables 5
Number of independent variables 1
Number of continuous latent variables 2
Observed dependent variables
Continuous
LONE1 LONE2 LONE3 LONE4 LONE5
Observed independent variables
FEMALE
Continuous latent variables
I S
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
LONE1 LONE2 LONE3 LONE4 LONE5
________ ________ ________ ________ ________
1.444 1.456 1.525 1.327 1.305
Means
FEMALE
________
0.444
Covariances
LONE1 LONE2 LONE3 LONE4 LONE5
________ ________ ________ ________ ________
LONE1 0.182
LONE2 0.131 0.254
LONE3 0.098 0.135 0.261
LONE4 0.059 0.085 0.103 0.165
LONE5 0.041 0.065 0.075 0.055 0.120
FEMALE -0.024 -0.052 -0.033 -0.016 -0.023
Covariances
FEMALE
________
FEMALE 0.247
Correlations
LONE1 LONE2 LONE3 LONE4 LONE5
________ ________ ________ ________ ________
LONE1 1.000
LONE2 0.612 1.000
LONE3 0.451 0.526 1.000
LONE4 0.343 0.417 0.494 1.000
LONE5 0.275 0.375 0.427 0.389 1.000
FEMALE -0.114 -0.206 -0.130 -0.080 -0.137
Correlations
FEMALE
________
FEMALE 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
LONE1 1.444 1.614 1.000 7.19% 1.100 1.233 1.322
320.000 0.182 2.933 3.367 0.31% 1.437 1.693
LONE2 1.456 2.526 1.000 8.12% 1.100 1.227 1.307
320.000 0.254 9.711 5.000 0.31% 1.387 1.740
LONE3 1.525 1.520 1.000 9.06% 1.113 1.263 1.365
320.000 0.261 2.345 3.783 0.31% 1.480 1.890
LONE4 1.327 2.749 1.000 15.31% 1.027 1.167 1.225
320.000 0.165 9.523 3.543 0.31% 1.283 1.483
LONE5 1.305 2.353 1.000 13.44% 1.027 1.157 1.213
320.000 0.120 7.451 3.427 0.31% 1.283 1.450
FEMALE 0.444 0.226 0.000 55.62% 0.000 0.000 0.000
320.000 0.247 -1.949 1.000 44.38% 1.000 1.000
THE MODEL ESTIMATION TERMINATED NORMALLY
MODEL FIT INFORMATION
Number of Free Parameters 12
Loglikelihood
H0 Value -741.159
H1 Value -697.801
Information Criteria
Akaike (AIC) 1506.319
Bayesian (BIC) 1551.538
Sample-Size Adjusted BIC 1513.476
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 86.716
Degrees of Freedom 13
P-Value 0.0000
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.133
90 Percent C.I. 0.107 0.160
Probability RMSEA <= .05 0.000
CFI/TLI
CFI 0.840
TLI 0.815
Chi-Square Test of Model Fit for the Baseline Model
Value 475.777
Degrees of Freedom 15
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value 0.085
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
I |
LONE1 1.000 0.000 999.000 999.000
LONE2 1.000 0.000 999.000 999.000
LONE3 1.000 0.000 999.000 999.000
LONE4 1.000 0.000 999.000 999.000
LONE5 1.000 0.000 999.000 999.000
S |
LONE1 0.000 0.000 999.000 999.000
LONE2 1.000 0.000 999.000 999.000
LONE3 3.000 0.000 999.000 999.000
LONE4 4.000 0.000 999.000 999.000
LONE5 6.000 0.000 999.000 999.000
I ON
FEMALE -0.132 0.047 -2.787 0.005
S ON
FEMALE 0.007 0.009 0.779 0.436
S WITH
I -0.015 0.002 -6.222 0.000
Intercepts
LONE1 0.000 0.000 999.000 999.000
LONE2 0.000 0.000 999.000 999.000
LONE3 0.000 0.000 999.000 999.000
LONE4 0.000 0.000 999.000 999.000
LONE5 0.000 0.000 999.000 999.000
I 1.526 0.032 47.908 0.000
S -0.029 0.006 -4.931 0.000
Residual Variances
LONE1 0.062 0.010 5.936 0.000
LONE2 0.112 0.011 9.954 0.000
LONE3 0.171 0.015 11.515 0.000
LONE4 0.107 0.010 10.828 0.000
LONE5 0.051 0.009 5.495 0.000
I 0.134 0.014 9.429 0.000
S 0.003 0.001 5.546 0.000
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.163E-04
(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\006_linear_growht_curve_model_with_time_i
Beginning Time: 10:06:04
Ending Time: 10:06:05
Elapsed Time: 00:00:01
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