Hierarchical Dirichlet Process Generalized Linear Models
Classify data points
Extract dpGLM fitted coefficients
Extract hdpGLM fitted coefficients
Deprecated
Simulate the parameters of the model
Simulate a Data Set from hdpGLM
hdpGLM: A package for computating Hierarchical Dirichlet Process Gener...
mcmc
mcmc
nclusters
Plot simulated data
Plot beta posterior distribution
Plot posterior distributions
Plot beta posterior expectation
Plot tau
Default plot for class dpGLM
Plot
dpGLM Predicted values
hdpGLM Predicted values
Tidy summary
Summary dpGLM data
Summary for dpGLM class
Summary
Summary for hdpGLM class
Implementation of MCMC algorithms to estimate the Hierarchical Dirichlet Process Generalized Linear Model (hdpGLM) presented in the paper Ferrari (2020) Modeling Context-Dependent Latent Heterogeneity, Political Analysis <DOI:10.1017/pan.2019.13> and <doi:10.18637/jss.v107.i10>.