Changes in version 2025.1.0 o Major rewrite to properly handle complex formula terms including: • Factor variables with multiple levels • Interaction terms (e.g., x1:x2, x1:factor) • Polynomial terms (e.g., I(x^2)) • Complex interactions with polynomials (e.g., I(x^2):factor) • Log transformations with interactions (e.g., log(x):factor) • Three-way and higher-order interactions o Fixed bug where null model returned incorrect log-likelihood. Previously, when the null model was selected, the function returned the log-likelihood of the last non-null model instead of the actual null model log-likelihood (loglik.null). o Eliminated deprecation warning related to formula.character() for formulas with length > 1. o Improved term handling using the assign attribute from model.matrix() to correctly identify which columns belong to which terms. o Added helper functions for safer formula manipulation: • safe_as_formula(): Safely converts various inputs to formula objects • safe_drop_term(): Drops terms by reconstructing formula from term labels • safe_add_term(): Adds terms by reconstructing formula string o Replaced regex-based column matching with proper assign attribute tracking, fixing issues where variable names contained other variable names as substrings. o Added explicit namespace prefixes (stats::, cmprsk::) for CRAN compliance. Changes in version 2015-2.1 (2015-02-23) o Corrected a bug in backward selection procedure in how scope.min was checked to terminate the selection procedure. o Added checks to make sure that scope.min formula input is correct. o Simplified how standard error was computed. o Fixed a bug related to outputting results in forward selection. Changes in version 2014-07.16 (2014-07-17) o Corrected a bug in backward selection procedure when one variable name is contained in another variable name (e.g., "Mitosis" and "AtyMitosis"). o Corrected a bug in forward selection procedure when an as.factor() variable is to be added to the model.