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GammaFrailtySPC

0.1.0

Statistical Process Control Based on Gamma-Frailty AFT Models

0packages depend
32downloads / year
65.7%test coverage
8/8checks pass

Overview

About
Maintained by Shikhar TyagiFirst published 2026-08-081 releasesCRAN page ↗

Implements statistical process control ('SPC') monitoring schemes for heterogeneous reliability observations using Accelerated Failure Time ('AFT') models integrated with continuous gamma frailty. It accommodates both uncensored and right-censored reliability observations in the presence of observed and unobserved covariates. Provides Phase I maximum likelihood estimation of Weibull 'AFT' gamma frailty model parameters, and Phase II monitoring procedures including probability-limits-based control charts, exponentially weighted moving average ('EWMA') charts with conditional expected values, and likelihood-ratio cumulative sum ('CUSUM') control charts. Competing 'CUSUM' schemes (ignoring unobserved frailty or both covariates) and Average Run Length ('ARL') simulation utilities are also provided. The statistical methodology is based on Asadzadeh (2022) doi:10.1080/00949655.2021.1959582.

Install

Health

CRAN checks
8OK
Slowest check: 2.1 min · r-oldrel-windows-x86_64
Code health
Yes
Tests · ratio 0.07
65.7%
Coverage · measured lines
100%
Documentation · exports
6
Dependencies · direct
Check history
  • OK2026-08-09
    6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation
READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo
Examples that run
88%
Documented parameters
98%
Return-value docs
100%
References docs
80%

Downloads

32
CRAN downloads in the past year
Rank #24,892 · ~0/day · ~3/mo
GammaFrailtySPC
Daily download trend is not available in this view yet.

Dependencies

Declared dependencies
4 external dependencies (excludes base and recommended)
Depends (1)
R >= 4.0.0
Imports (6)
maxLiksurvivalstatsgraphicsgrDevicesutils
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
    2026-08-08 · current release
  • R
    R 4.6.0 released · 2026-04-24

Package metadata

First published
2026-08-08
Total releases
1 / 1 yrs
License
GPL-3 OSI
Minimum R
≥ 4.0.0
Bundled data
2.3 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("GammaFrailtySPC")
Tyagi, S., Pandey, A., Singh, B., & Tripathi, V. (2026). GammaFrailtySPC: Statistical Process Control Based on Gamma-Frailty AFT Models (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.GammaFrailtySPC

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 GammaFrailtySPC 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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