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R package for dynamic hierarchical latent class models
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README.md

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")

A simple vignette which describes the basic functionality of the package is here [TBD].

Additional scripts that apply both models to analyze data from the DHS, Michigan Survey of Consumers, and the NLSYM can be found at the repository hlvm-survey-paper.

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