Package: SemiParamBernsteinDepCS
Type: Package
Title: Semiparametric Bayesian Regression for Dependent Current Status
        Data
Version: 0.1.0
Authors@R: c(
    person("Shikhar", "Tyagi", email = "shikhar1093tyagi@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-1606-0844")),
    person("Arvind", "Pandey", email = "arvindmzu@gmail.com", role = "aut"),
    person("Bhupendra", "Singh", email = "bhupendra.rana@gmail.com", role = "aut"),
    person("Vrijesh", "Tripathi", email = "vrijesh.tripathi@uwi.edu", role = "aut"))
Description: Implements a semiparametric Bayesian regression framework
        using Bernstein polynomial baseline models for analyzing
        dependent current status data. The package accommodates
        proportional hazards (PH) and proportional odds (PO) regression
        models with Archimedean copulas ('Gumbel', 'Frank', and
        'Clayton') to model the joint dependence structure between
        event and observation or censoring times. Estimation is
        performed using a Robust Adaptive Metropolis (RAM) Markov Chain
        Monte Carlo ('MCMC') algorithm. Model comparison metrics
        including Deviance Information Criterion ('DIC') and posterior
        summaries with Highest Posterior Density ('HPD') intervals and
        Kendall's tau are provided. Methodological details are
        described in Sharma and Balakrishnan (2026)
        <doi:10.1080/02664763.2026.2701921>.
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.3
Depends: R (>= 4.0.0)
Imports: stats, graphics
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
VignetteBuilder: knitr
Language: en-US
NeedsCompilation: no
Packaged: 2026-10-15 10:49:54 UTC; root
Author: Shikhar Tyagi [aut, cre] (ORCID:
        <https://orcid.org/0000-0003-1606-0844>), Arvind Pandey [aut],
        Bhupendra Singh [aut], Vrijesh Tripathi [aut]
Maintainer: Shikhar Tyagi <shikhar1093tyagi@gmail.com>
Repository: https://shikhartyagi.r-universe.dev
Date/Publication: 2026-08-07 10:40:07 UTC
RemoteUrl: https://github.com/cran/SemiParamBernsteinDepCS
RemoteRef: HEAD
RemoteSha: 20f6efb52515427211be900bd305a7d3af660740
