Reference

All functions

BHAM

BHAM: A package to fit Bayesian Hierarchical Additive Models for High Dimensional Application

bacoxph()

Cox additive model

bamlasso()

Bauesian Spike-and-Slab Lasso Additive Model

bamlasso_var_selection()

Variable Selection for Bamlasso

bgam()

Bayesian hierarchical additive model

construct_smooth_data()

Creating design matrix based on spline configuration

create_smooth_name()

Create Smooth Design Matrix Column Names [Experimental]

make_group()

Create grouping for spline design matrix [Experimental]

make_predict_dat()

Title [Experimental]

plot_smooth_term()

Plot non-linear functions for BHAM objects

sim_Bai()

Simulate Spline Data

summarize_ancillary_parameters()

Summarize ancillary parameters

tune.bgam() cv.bgam()

Cross-Validation for Bayesian Hierarchical Additive Models