Package index • HTLR

Model fitting

htlr(): Fit a HTLR Model
htlr_prior(): Generate Prior Configuration

Prediction and inference

predict(<htlr.fit>): Make Prediction on New Data
as.matrix(<htlr.fit>): Create a Matrix of Markov Chain Samples
nzero_idx(): Get Indices of Non-Zero Coefficients
summary(<htlr.fit>): Posterior Summaries
evaluate_pred(): Evaluate Prediction Results

Generating simulation data

gendata_FAM(): Generate Simulated Data with Factor Analysis Model
gendata_MLR(): Generate Simulated Data with Multinomial Logistic Regression Model

Utility functions

std(): Standardizes a Design Matrix
split_data(): Split Data into Train and Test Partitions

Data sets

colon: Colon Tissues
diabetes392: Pima Indians Diabetes