Package index • CompRiskRE

Core Models

Functions for fitting competing risks models with Relative Entropy integration.

CompRiskRE_FT(): Competing Risks with Relative Entropy Integration with a Composite Failure Time Prior Model

CompRiskRE_CP(): Competing Risks with Relative Entropy Integration with a Competing Risk Prior Model

CompRiskRE_XGBoost_FT(): Competing Risks with Relative Entropy Integration using XGBoost and Composite Failure Time Prior

CompRiskRE_XGBoost_CP(): Competing Risks with Relative Entropy Integration (Composite Prior, XGBoost)

Simulation & Data Preparation

Functions for simulating and reshaping.

simulate_CPFT(): Simulate external, local, validation, and test datasets

prob_n(): Simulate event times from a discrete competing risks model

dataLong(): Expand Survival Data into Long Format for Discrete-Time Models

Utilities

Helper functions for evaluation.

CindexCR(): Concordance Index for Competing Risk Models

generate_eta(): Generate a Sequence of Tuning Parameters (eta)