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Mixture Modeling

Download this set of examples

Type of Analysis Input file Data file View output
Classic LCA analyses
LCA, Bartholomew (1987), Macready-Dayton data, 2 classes mix1.inp bart.dat mix1.std
LCA, Bartholomew (1987), Macready-Dayton data, 2 classes, insufficient number of iterations mix2.inp bart.dat mix2.std
LCA, Goodman (1974), Stouffer-Toby data, model H1: 2 classes mix3.inp stouf.dat mix3.std
LCA, Goodman (1974), Stouffer-Toby data, model H2: unidentified 3-class model mix4.inp stouf.dat mix4.std
LCA, Goodman (1974), Stouffer-Toby data, model H9: identified, restricted 3-class model mix5.inp stouf.dat mix5.std
LCA, Goodman (1974), Coleman data, 2 latent class variables, each having 2 classes, equality restrictions across variables mix14.inp coleman.dat mix14.std
LCA with covariates
Logistic regression, Follmann & Lambert (1989), trypanosome data, class-varying intercepts, class-invariant slopes mix6.inp jasa.dat mix6.std
LCA with x's, Muthen (1998), simulated data mix7.inp full102.dat mix7.std
Classic mixture analysis
Normal mixtures, Duda & Hart (1973), unequal variances mix8.inp dudahart.dat mix8.std
Normal mixtures, Everitt & Hand (1981), Fisher's Iris data, equal covariance matrices mix9.inp fisher.dat mix9.std
Normal mixtures, Everitt & Hand (1981), Fisher's Iris data, UNequal covariance matrices mix10.inp fisher.dat mix10.std
Normal mixtures, Everitt & Hand (1981), Fisher's Iris data, UNequal covariance matrices, bad starting values mix11.inp fisher.dat mix11.std
Mixtures for randomized trials
CACE modeling, Little & Yau (1998), JOBS II data mix12.inp wjobs.dat mix12.std
Growth mixture modeling
Second-generation SEM, Muthen (1998), simulated data, latent trajectory classes with binary class indicators mix13.inp full102.dat mix13.std

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