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SemiParamBernsteinDepCS

0.1.0

Semiparametric Bayesian Regression for Dependent Current Status Data

0packages depend
41downloads / year
85.8%test coverage
9/9checks pass

Overview

About
Maintained by Shikhar TyagiFirst published 2026-08-071 releasesCRAN page ↗

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.

Install

Health

CRAN checks
9OK
Slowest check: 1.2 min · r-oldrel-windows-x86_64
Code health
Yes
Tests · ratio 0.09
85.8%
Coverage · measured lines
100%
Documentation · exports
2
Dependencies · direct
Check history
  • OK2026-08-08
    6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation
READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo
Examples that run
50%
Documented parameters
100%
Return-value docs
100%
References docs
0%

Downloads

41
CRAN downloads in the past year
Rank #24,856 · ~0/day · ~3/mo
SemiParamBernsteinDepCS
Daily download trend is not available in this view yet.

Dependencies

Declared dependencies
3 external dependencies (excludes base and recommended)
Depends (1)
R >= 4.0.0
Imports (2)
statsgraphics
LinkingTo (0)
none
Enhances (0)
none
Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (4)
Maintainer (1)
Author, Maintainer
Authors (4)
Author, Maintainer
Package Timeline

1 release. R releases are shown for context.

  • 0.1.0Latest
    2026-08-07 · current release
  • R
    R 4.6.0 released · 2026-04-24

Package metadata

First published
2026-08-07
Total releases
1 / 1 yrs
License
GPL (>= 3) OSI
Minimum R
≥ 4.0.0
Bundled data
1.2 KB / 1 file
Download size
not tracked yet
Installed size
not tracked yet
With dependencies
not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SemiParamBernsteinDepCS")
Tyagi, S., Pandey, A., Singh, B., & Tripathi, V. (2026). SemiParamBernsteinDepCS: Semiparametric Bayesian Regression for Dependent Current Status Data (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.SemiParamBernsteinDepCS

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for SemiParamBernsteinDepCS version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-08-11. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-11, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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