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Estimation and Analysis of LDA-S and LDA-DS Models for Categorical Survey Data

The package contains code to estimate and analyze LDA-S and LDA-DS models, which are bayesian hierarchical latent variable models for analyzing categorical survey data.

Installation is through the R package devtools:

devtools::install_github("evanmunro/dhlvm")

For example code that applies both models to analyze data from the Michigan Survey of Consumers and the NLSYM can be found at the following repository lda-survey-exp.

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R package for dynamic bayesian hierarchical latent class models

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