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
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.