forestsearch (version 0.1.0)

compare_multiple_survreg: Compare Multiple Survival Regression Models

Description

Performs comprehensive comparison of multiple survreg models including convergence checking, information criteria comparison, and model selection.

Usage

compare_multiple_survreg(
  ...,
  model_names = NULL,
  verbose = TRUE,
  criteria = c("AIC", "BIC")
)

Value

A list of class "multi_survreg_comparison" containing:

models

Named list of input models

convergence

Convergence status for each model

comparison

Model comparison statistics

rankings

Model rankings by different criteria

best_model

Name of the best model

recommendation

Text recommendation

Arguments

...

survreg model objects to compare

model_names

Optional character vector of model names

verbose

Logical, whether to print detailed output (default: TRUE)

criteria

Character vector of criteria to use ("AIC", "BIC", or both)