BRBVS: An R Package for Bivariate Variable selection in Copula Survival Model(s) domain
Methodology
2025-01-23 v1 Computation
Abstract
BRBVS is a publicly available \texttt{R} package on CRAN that implements the algorithm proposed in Petti et al.(2024a). The algorithm was developed as the first proposal of variable selection for the class of Bivariate Survival Copula Models originally proposed in Marra & Radice (2020) and implemented in the \texttt{GJRM} package. The core of the \texttt{BRBVS} package is to implement and make available to practitioners variable selection algorithms for bivariate survival data affected by censoring, providing easy-to-use functions and graphical outputs. The idea behind the algorithm is almost general and may also be extended to different class of models.
Keywords
Cite
@article{arxiv.2501.12837,
title = {BRBVS: An R Package for Bivariate Variable selection in Copula Survival Model(s) domain},
author = {Danilo Petti and Marcella Niglio and Marialuisa Restaino},
journal= {arXiv preprint arXiv:2501.12837},
year = {2025}
}
Comments
42 pages, 5 figures. arXiv admin note: text overlap with arXiv:2410.08382