Mplus VERSION 7.3 MUTHEN & MUTHEN 01/30/2015 1:27 PM INPUT INSTRUCTIONS TITLE: Eq 10b.6: Saturated Means for Burst by Session Three-Level Model for the Variance for Positive Affect DATA: ! Prior necessary data manipulation conducted using other programs FILE = MPLUS_Chapter10b.csv; FORMAT = FREE; DEFINE: ! Dummy code burst and session DO (1, 4) b#=0; DO (1, 4) IF burst==# THEN b#=1; DO (1, 5) s#=0; DO (1, 5) IF session==# THEN s#=1; VARIABLE: NAMES = PersonID burst session symptoms posaff slope12 slope26 burst1 b1or2; USEVARIABLES = posaff b1-b4 s1-s5; MISSING = ALL (-9999); CLUSTER = PersonID burst; WITHIN = s1-s5; BETWEEN = (burst) b1-b4; ANALYSIS: ESTIMATOR = ML; PROCESSORS = 4; TYPE = THREELEVEL RANDOM; MODEL: %WITHIN% posaff; sdif1 | posaff ON s1; sdif2 | posaff ON s2; sdif3 | posaff ON s3; sdif4 | posaff ON s4; sdif5 | posaff ON s5; %BETWEEN burst% posaff sdif1-sdif5@0; bdif1 | posaff ON b1; bdif2 | posaff ON b2; bdif3 | posaff ON b3; bdif4 | posaff ON b4; sdif1-sdif5 ON b1 (b1sdif1-b1sdif5); sdif1-sdif5 ON b2 (b2sdif1-b2sdif5); sdif1-sdif5 ON b3 (b3sdif1-b3sdif5); sdif1-sdif5 ON b4 (b4sdif1-b4sdif5); %BETWEEN PersonID% [posaff sdif1-sdif5 bdif1-bdif4] (int bsdif1-bsdif5 bbdif1-bbdif4); posaff sdif1-sdif5@0 bdif1-bdif4@0; MODEL CONSTRAINT: NEW(est1-est30); ! est1: Burst1 Session 1 Mean est1 = int + bbdif1 + bsdif1 + b1sdif1; ! est2: Burst1 Session 2 Mean est2 = int + bbdif1 + bsdif2 + b1sdif2; ! est3: Burst1 Session 3 Mean est3 = int + bbdif1 + bsdif3 + b1sdif3; ! est4: Burst1 Session 4 Mean est4 = int + bbdif1 + bsdif4 + b1sdif4; ! est5: Burst1 Session 5 Mean est5 = int + bbdif1 + bsdif5 + b1sdif5; ! est6: Burst1 Session 6 Mean est6 = int + bbdif1; ! est7: Burst2 Session 1 Mean est7 = int + bbdif2 + bsdif1 + b2sdif1; ! est8: Burst2 Session 2 Mean est8 = int + bbdif2 + bsdif2 + b2sdif2; ! est9: Burst2 Session 3 Mean est9 = int + bbdif2 + bsdif3 + b2sdif3; ! est10: Burst2 Session 4 Mean est10 = int + bbdif2 + bsdif4 + b2sdif4; ! est11: Burst2 Session 5 Mean est11 = int + bbdif2 + bsdif5 + b2sdif5; ! est12: Burst2 Session 6 Mean est12 = int + bbdif2; ! est13: Burst3 Session 1 Mean est13 = int + bbdif3 + bsdif1 + b3sdif1; ! est14: Burst3 Session 2 Mean est14 = int + bbdif3 + bsdif2 + b3sdif2; ! est15: Burst3 Session 3 Mean est15 = int + bbdif3 + bsdif3 + b3sdif3; ! est16: Burst3 Session 4 Mean est16 = int + bbdif3 + bsdif4 + b3sdif4; ! est17: Burst3 Session 5 Mean est17 = int + bbdif3 + bsdif5 + b3sdif5; ! est18: Burst4 Session 6 Mean est18 = int + bbdif3; ! est19: Burst4 Session 1 Mean est19 = int + bbdif4 + bsdif1 + b4sdif1; ! est20: Burst4 Session 2 Mean est20 = int + bbdif4 + bsdif2 + b4sdif2; ! est21: Burst4 Session 3 Mean est21 = int + bbdif4 + bsdif3 + b4sdif3; ! est22: Burst4 Session 4 Mean est22 = int + bbdif4 + bsdif4 + b4sdif4; ! est23: Burst4 Session 5 Mean est23 = int + bbdif4 + bsdif5 + b4sdif5; ! est24: Burst4 Session 6 Mean est24 = int + bbdif4; ! est25: Burst5 Session 1 Mean est25 = int + bsdif1; ! est26: Burst5 Session 2 Mean est26 = int + bsdif2; ! est27: Burst5 Session 3 Mean est27 = int + bsdif3; ! est28: Burst5 Session 4 Mean est28 = int + bsdif4; ! est29: Burst5 Session 5 Mean est29 = int + bsdif5; ! est30: Burst5 Session 6 Mean est30 = int; *** WARNING Clusters for BURST with the same IDs have been found in different clusters for PERSONID. These clusters are assumed to be different because clusters for BURST are not allowed to appear in more than one cluster for PERSONID. *** WARNING Data set contains cases with missing on all variables except x-variables. These cases were not included in the analysis. Number of cases with missing on all variables except x-variables: 5 2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS Eq 10b.6: Saturated Means for Burst by Session Three-Level Model for the Variance for Positive Affect SUMMARY OF ANALYSIS Number of groups 1 Number of observations 2747 Number of dependent variables 1 Number of independent variables 9 Number of continuous latent variables 9 Observed dependent variables Continuous POSAFF Observed independent variables B1 B2 B3 B4 S1 S2 S3 S4 S5 Continuous latent variables SDIF1 SDIF2 SDIF3 SDIF4 SDIF5 BDIF1 BDIF2 BDIF3 BDIF4 Variables with special functions Cluster variables PERSONID BURST Within variables S1 S2 S3 S4 S5 Level 2 between variables B1 B2 B3 B4 Estimator ML Information matrix OBSERVED Maximum number of iterations 100 Convergence criterion 0.100D-05 Maximum number of EM iterations 500 Convergence criteria for the EM algorithm Loglikelihood change 0.100D-02 Relative loglikelihood change 0.100D-05 Derivative 0.100D-03 Minimum variance 0.100D-03 Maximum number of steepest descent iterations 20 Maximum number of iterations for H1 2000 Convergence criterion for H1 0.100D-02 Optimization algorithm EMA Input data file(s) MPLUS_Chapter10b.csv Input data format FREE SUMMARY OF DATA Number of missing data patterns 1 Number of BURST clusters 462 Number of PERSONID clusters 108 COVARIANCE COVERAGE OF DATA Minimum covariance coverage value 0.100 PROPORTION OF DATA PRESENT Covariance Coverage POSAFF B1 B2 B3 B4 ________ ________ ________ ________ ________ POSAFF 1.000 B1 1.000 1.000 B2 1.000 1.000 1.000 B3 1.000 1.000 1.000 1.000 B4 1.000 1.000 1.000 1.000 1.000 S1 1.000 1.000 1.000 1.000 1.000 S2 1.000 1.000 1.000 1.000 1.000 S3 1.000 1.000 1.000 1.000 1.000 S4 1.000 1.000 1.000 1.000 1.000 S5 1.000 1.000 1.000 1.000 1.000 Covariance Coverage S1 S2 S3 S4 S5 ________ ________ ________ ________ ________ S1 1.000 S2 1.000 1.000 S3 1.000 1.000 1.000 S4 1.000 1.000 1.000 1.000 S5 1.000 1.000 1.000 1.000 1.000 THE MODEL ESTIMATION TERMINATED NORMALLY MODEL FIT INFORMATION Number of Free Parameters 33 Loglikelihood H0 Value -1742.624 Information Criteria Akaike (AIC) 3551.248 Bayesian (BIC) 3746.551 Sample-Size Adjusted BIC 3641.699 (n* = (n + 2) / 24) MODEL RESULTS Two-Tailed Estimate S.E. Est./S.E. P-Value Within Level Residual Variances POSAFF 0.153 0.005 33.757 0.000 Between BURST Level SDIF1 ON B1 0.176 0.083 2.106 0.035 B2 0.123 0.085 1.451 0.147 B3 -0.034 0.085 -0.394 0.693 B4 0.055 0.087 0.631 0.528 SDIF2 ON B1 0.006 0.083 0.068 0.946 B2 -0.028 0.085 -0.328 0.743 B3 -0.074 0.085 -0.863 0.388 B4 -0.010 0.087 -0.119 0.906 SDIF3 ON B1 -0.139 0.083 -1.666 0.096 B2 -0.050 0.085 -0.587 0.557 B3 -0.086 0.085 -1.004 0.315 B4 -0.003 0.087 -0.030 0.976 SDIF4 ON B1 -0.068 0.083 -0.817 0.414 B2 -0.045 0.085 -0.533 0.594 B3 -0.057 0.085 -0.666 0.506 B4 0.034 0.087 0.395 0.693 SDIF5 ON B1 -0.171 0.083 -2.051 0.040 B2 -0.145 0.085 -1.708 0.088 B3 -0.066 0.086 -0.770 0.441 B4 -0.036 0.087 -0.412 0.681 Residual Variances POSAFF 0.057 0.006 9.037 0.000 SDIF1 0.000 0.000 999.000 999.000 SDIF2 0.000 0.000 999.000 999.000 SDIF3 0.000 0.000 999.000 999.000 SDIF4 0.000 0.000 999.000 999.000 SDIF5 0.000 0.000 999.000 999.000 Between PERSONID Level Means POSAFF 2.439 0.077 31.779 0.000 SDIF1 -0.046 0.063 -0.720 0.472 SDIF2 -0.040 0.063 -0.636 0.524 SDIF3 -0.020 0.063 -0.309 0.757 SDIF4 0.012 0.063 0.185 0.853 SDIF5 0.061 0.063 0.963 0.335 BDIF1 0.233 0.070 3.331 0.001 BDIF2 0.202 0.071 2.843 0.004 BDIF3 0.111 0.071 1.561 0.119 BDIF4 0.026 0.072 0.357 0.721 Variances POSAFF 0.326 0.048 6.817 0.000 SDIF1 0.000 0.000 999.000 999.000 SDIF2 0.000 0.000 999.000 999.000 SDIF3 0.000 0.000 999.000 999.000 SDIF4 0.000 0.000 999.000 999.000 SDIF5 0.000 0.000 999.000 999.000 BDIF1 0.000 0.000 999.000 999.000 BDIF2 0.000 0.000 999.000 999.000 BDIF3 0.000 0.000 999.000 999.000 BDIF4 0.000 0.000 999.000 999.000 New/Additional Parameters EST1 2.802 0.071 39.584 0.000 EST2 2.637 0.070 37.435 0.000 EST3 2.513 0.071 35.567 0.000 EST4 2.615 0.071 36.946 0.000 EST5 2.562 0.071 36.311 0.000 EST6 2.672 0.071 37.692 0.000 EST7 2.719 0.073 37.467 0.000 EST8 2.573 0.073 35.457 0.000 EST9 2.571 0.073 35.367 0.000 EST10 2.607 0.073 35.859 0.000 EST11 2.557 0.073 35.164 0.000 EST12 2.641 0.073 36.330 0.000 EST13 2.471 0.073 33.872 0.000 EST14 2.436 0.073 33.321 0.000 EST15 2.445 0.073 33.439 0.000 EST16 2.505 0.073 34.263 0.000 EST17 2.545 0.073 34.747 0.000 EST18 2.550 0.073 34.888 0.000 EST19 2.474 0.074 33.297 0.000 EST20 2.414 0.074 32.493 0.000 EST21 2.443 0.074 32.805 0.000 EST22 2.511 0.074 33.792 0.000 EST23 2.490 0.074 33.514 0.000 EST24 2.465 0.074 33.182 0.000 EST25 2.394 0.077 31.254 0.000 EST26 2.399 0.077 31.323 0.000 EST27 2.420 0.077 31.594 0.000 EST28 2.451 0.077 32.002 0.000 EST29 2.500 0.077 32.645 0.000 EST30 2.439 0.077 31.779 0.000 QUALITY OF NUMERICAL RESULTS Condition Number for the Information Matrix 0.575E-06 (ratio of smallest to largest eigenvalue) Beginning Time: 13:27:47 Ending Time: 13:28:21 Elapsed Time: 00:00:34 MUTHEN & MUTHEN 3463 Stoner Ave. Los Angeles, CA 90066 Tel: (310) 391-9971 Fax: (310) 391-8971 Web: www.StatModel.com Support: Support@StatModel.com Copyright (c) 1998-2014 Muthen & Muthen