
Latent GOLD
 Referenced in 94 articles
[sw11673]
 Formally, latent classes are represented by K distinct categories of a nominal latent ... variable X. Since the latent variable is categorical, LC modeling differs from more traditional latent ... effects regression models that are based on continuous latent variables. Latent class (LC) analysis ... Latent GOLD program. Over the same period, the related field of finite mixture (FM) models...

RINLA
 Referenced in 86 articles
[sw08014]
 Laplace approximation to a class of nearGaussian latent models. This work extends the integrated...

lcmm
 Referenced in 13 articles
[sw13207]
 package lcmm: Extended Mixed Models Using Latent Classes and Latent Processes: Estimation of various extensions ... models including latent class mixed models, joint latent latent class mixed models and mixed models...

poLCA
 Referenced in 25 articles
[sw11801]
 Analysis. Latent class analysis and latent class regression models for polytomous outcome variables. Also known...

prefmod
 Referenced in 22 articles
[sw08190]
 LLBT) exploting an eliminate feature. Computes pattern models for paired comparisons, rankings, and ratings. Some ... values (MCAR and MNAR). Fits latent class (mixture) models for paired comparison, rating and ranking...

CDM
 Referenced in 13 articles
[sw15877]
 item response model and the structured latent class model (SLCA...

HMMTree
 Referenced in 8 articles
[sw08991]
 latentclass hierarchical multinomial processing tree models. Latentclass hierarchical multinomial models are an important ... widely used family of multinomial processing tree models, in that they allow for testing ... homogeneity assumption and provide a framework for modeling parameter heterogeneity. In this article, the computer ... means of implementing latentclass hierarchical multinomial processing tree models. HMMTree computes parameter estimates, confidence...

TAM
 Referenced in 5 articles
[sw13950]
 models (Rasch, 2PL, 3PL, Generalized Partial Credit, Multi Facets, Nominal Item Response, Structured Latent Class ... Analysis, Mixture Distribution IRT Models, Located Latent Class Models). Latent regression models and plausible value...

VarSelLCM
 Referenced in 6 articles
[sw15183]
 Integrated CompleteData Likelihood of a Latent Class Model. Uses a finite mixture model...

bfa
 Referenced in 25 articles
[sw07430]
 Gaussian variables or through generalized latent trait models accommodating measurements in the exponential family. However ... generalizing to nonGaussian measured variables, the latent variables typically influence both the dependence structure ... novel class of Bayesian Gaussian copula factor models that decouple the latent factors from...

MultiLCIRT
 Referenced in 14 articles
[sw11284]
 package MultiLCIRT: Multidimensional Latent Class Item Response Theory Models. Framework for the Item Response Theory ... assumption of multidimensionality and discreteness of the latent traits. The fitting algorithms allow for missing ... ExpectationMaximization paradigm. Individual covariates affecting the class weights may be included...

Mata
 Referenced in 4 articles
[sw24829]
 programs. Mata has the structures, pointers, and classes that you expect in your programming language ... written in Mata. This includes multilevel modeling, latent class analysis, Bayesian estimation, and even...

randomLCA
 Referenced in 4 articles
[sw16276]
 randomLCA. Fits standard and random effects latent class models. The single level random effects model...

gllm
 Referenced in 3 articles
[sw15073]
 incomplete contingency tables, including some latent class models, via EM and Fisher scoring approaches. Allows...

seqHMM
 Referenced in 2 articles
[sw16137]
 Markov models, mixture Markov models, and latent class models. The package supports models...

BayesLogit
 Referenced in 44 articles
[sw09312]
 latent variables. We propose a new dataaugmentation strategy for fully Bayesian inference in models ... likelihoods. The approach appeals to a new class of PólyaGamma distributions, which are constructed...

BayesLCA
 Referenced in 10 articles
[sw16118]
 performing latent class analysis within a Bayesian setting. Three methods for fitting the model...

LCA
 Referenced in 4 articles
[sw12068]
 variety of latent class and latent transition models, and postprocess the results without leaving...

covLCA
 Referenced in 1 article
[sw11798]
 covLCA: Latent Class Models with Covariate Effects on Underlying and Measured Variables. Estimation of latent...

baker
 Referenced in 1 article
[sw41366]
 package for Nested PartiallyLatent Class Models. This paper describes and illustrates the functionality ... estimates a suite of nested partiallylatent class models (NPLCM) for multivariate binary responses that...