news.md

In boyiguo1/BHAM: Bayesian Hierarchical Additive Model

BHAM (development version 0.2.0.9000)

Add non-linear plotting functions

• Currently implemented for bamlasso models, without error prevention mechanisms.

BHAM 0.2.0

Model Change

• Add hierarchical enforcement to the bi-level selection by imposing a dependency to the non-linear components inclusion indicator prior

Implementation

• Add Cox Proportional hazard additive models via bacoxph and bamlasso(family="cox")
• Add model tuning functions via tune.bgam and cv.bgam
• Add variable selection function for bamlasso models via bamlasso_var_selection

BHAM 0.1.0.9000

Start the Package

• Implemented the Bayesian hierarchical additive model with EM-Iterative Weighted Least Squares and EM-Coordinate Descent algorithms
• Implemented some supporting functions for model tuning and final model presentations

BHAM 0.1.0.9001

• Added a NEWS.md file to track changes to the package.

boyiguo1/BHAM documentation built on Jan. 29, 2024, 10:37 a.m.