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