Package: SSReliabilityClaytonMWD 1.0.2

SSReliabilityClaytonMWD: Stress-Strength Reliability Model with MWD Marginals via Clayton Copula

Implements stress-strength reliability models under a dependent framework, where both stress and strength variables follow modified Weibull distributions and their dependence is modeled using a Clayton copula (Kizilaslan (2026) <doi:10.48550/arXiv.2604.12130>). The package provides several estimation procedures for model parameters and the stress-strength reliability R, including two-step maximum likelihood estimation (MLE), least squares estimation (LSE), weighted least squares estimation (WLSE), and maximum product of spacings (MPS). It also provides interval estimation using asymptotic confidence intervals based on MLE and bootstrap confidence intervals for all methods. In addition, functions are included for parameter estimation of the modified Weibull distribution (Lai et al. (2003) <doi:10.1109/TR.2002.805788>) and the two-parameter Weibull distribution, along with utilities to compute their probability density function, cumulative distribution function, quantile function, and to generate random samples.

Authors:Fatih Kizilaslan [aut, cre]

SSReliabilityClaytonMWD_1.0.2.tar.gz
SSReliabilityClaytonMWD_1.0.2.zip(r-4.7-any)SSReliabilityClaytonMWD_1.0.2.zip(r-4.6-any)SSReliabilityClaytonMWD_1.0.2.zip(r-4.5-any)
SSReliabilityClaytonMWD_1.0.2.tgz(r-4.6-any)SSReliabilityClaytonMWD_1.0.2.tgz(r-4.5-any)
SSReliabilityClaytonMWD_1.0.2.tar.gz(r-4.7-any)SSReliabilityClaytonMWD_1.0.2.tar.gz(r-4.6-any)
SSReliabilityClaytonMWD_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION |NEWS
card.svg |card.png
SSReliabilityClaytonMWD/json (API)

# Install 'SSReliabilityClaytonMWD' in R:
install.packages('SSReliabilityClaytonMWD', repos = c('https://fatihki.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fatihki/ssreliabilityclaytonmwd/issues

Pkgdown/docs site:https://fatihki.github.io

Datasets:

On CRAN:

Conda:

clayton-copulamodified-weibull-distributionstress-strength-reliability

5.18 score 310 downloads 18 exports 11 dependencies

Last updated from:a3f1b5ac21. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK147
source / vignettesOK165
linux-release-x86_64OK144
macos-release-arm64OK133
macos-oldrel-arm64OK210
windows-develOK104
windows-releaseOK96
windows-oldrelOK96
wasm-releaseOK126

Exports:Clayton_CopulaClayton_Copula_pdfdMweibullfit.SSR.ClaytonMWDfitClaytonfitMWDfitWDhMweibullLSE_clayton_onestepparametric_bootstrappMweibullqMweibullReliability_Clayton_MWDReliability_Clayton_MWD_MCrMweibullrMweibull_Claytontheta_Ktau_estimateWLSE_clayton_onestep

Dependencies:codetoolsdigestdoRNGevaluateforeachhighriteratorsknitrrngtoolsxfunyaml

Fitting the Modified Weibull Distribution (MWD)
Introduction | Estimation methods | Using fitMWD() | References

Last update: 2026-05-22
Started: 2026-05-11

Fitting the the two-parameter Weibull Distribution
Introduction | Estimation methods | Using fitWD()

Last update: 2026-05-22
Started: 2026-05-11

Stress–Strength Reliability Analysis with SSReliabilityClaytonMWD
Introduction | Installation | Estimation Methods | Maximum Likelihood Estimation (MLE) of $R$ | Least Squares Estimation (LSE) of $R$ | Weighted Least Squares Estimation (WLSE) of $R$ | Maximum Product of Spacings (MPS) of $R$ | Bootstrap Confidence Intervals for (R) | Bootstrap confidence interval algorithm | Implementation in SSReliabilityClaytonMWD | 1. Simulation Study | 2. Real Data Application | Companion vignettes | References

Last update: 2026-05-22
Started: 2026-05-08

Modified Weibull Distribution (MWD)
MWD Distribution | References

Last update: 2026-05-11
Started: 2026-04-13

Dependent Stress-Strength Reliability Model
References

Last update: 2026-05-11
Started: 2026-04-13