Constrained latent class models: Theory and applications

DOI10.1111/j.2044-8317.1985.tb00818.xzbMath0585.62182OpenAlexW2060136436MaRDI QIDQ3709747

Anton K. Formann

Publication date: 1985

Published in: British Journal of Mathematical and Statistical Psychology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.2044-8317.1985.tb00818.x

zbMATH Keywords

cluster analysisscaling modelsexamplesbinary datalocal identifiabilitymaximum likelihood equationspredictor variablestests for goodness of fitrestricted latent class modelsdecomposition of the log oddslatent changeslinear logistic latent class analysislinearly constrained latent class analysismodels assuming equalities of certain latent parameterspolytomous manifest variables

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to psychology (62P15)

Related Items (13)

Statistical inference in constrained latent class models for multinomial data based on \(\phi\)-divergence measures ⋮ Latent class models for nonmonotone dichotomous items ⋮ Rating scale analysis with latent class models ⋮ Minimum \(\phi\)-divergence estimation in constrained latent class models for binary data ⋮ Variable selection methods for model-based clustering ⋮ Building an identifiable latent class model with covariate effects on underlying and measured variables ⋮ An IRT model with a parameter-driven process for change ⋮ MULTIPLE-RECORD SYSTEMS ESTIMATION USING LATENT CLASS MODELS ⋮ Latent Class Model Diagnosis from a Frequentist Point of View ⋮ Parameter constraints in generalized linear latent variable models ⋮ Mixture analysis of multivariate categorical data with covariates and missing entries ⋮ Phi-divergence test statistics applied to latent class models for binary data ⋮ Identifiability of latent class models with covariates

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