Bayesian Profile Regression using Generalised Linear Mixed Models

Documentation for package ‘ProfileGLMM’ version 1.0.2

encodeCat	One-Hot Encodes Factor Variables (FIRST Level as Reference)
examp	List of the different outputs of the main function for examples
exposure_data	Simulated Data and Parameters for a exposure profile linear mixed model
piecewise_data	Simulated Data and Parameters for a Piecewise Example
prior_init	Initialize the prior hyperparameters for the Profile GLMM
profileGLMM_Gibbs	R Wrapper for Profile GLMM Gibbs Sampler (C++ backend)
profileGLMM_postProcess	Post-process the MCMC chain from profileGLMM_Gibbs
profileGLMM_predict	Prediction of cluster memberships and outcomes
profileGLMM_preprocess	Preprocess the data from a list describing the profile LMM model
theta_init	Initialize the variables for the Gibbs sampler chain