Package: RelDists 1.0.1

RelDists: Estimation for some Reliability Distributions

Parameters estimation and linear regression models for Reliability distributions families reviewed by Almalki & Nadarajah (2014) <doi:10.1016/j.ress.2013.11.010> using Generalized Additive Models for Location, Scale and Shape, GAMLSS by Rigby & Stasinopoulos (2005) <doi:10.1111/j.1467-9876.2005.00510.x>.

Authors:Freddy Hernandez-Barajas [aut, cre], Olga Usuga [aut], Carmen Patino [aut], Jaime Mosquera [aut]

RelDists_1.0.1.tar.gz
RelDists_1.0.1.zip(r-4.7)RelDists_1.0.1.zip(r-4.6)RelDists_1.0.1.zip(r-4.5)
RelDists_1.0.1.tgz(r-4.6-any)RelDists_1.0.1.tgz(r-4.5-any)
RelDists_1.0.1.tar.gz(r-4.7-any)RelDists_1.0.1.tar.gz(r-4.6-any)
RelDists_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
RelDists/json (API)

# Install 'RelDists' in R:

install.packages('RelDists', repos = c('https://fhernanb.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fhernanb/reldists/issues

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

Datasets:

equipment - Electronic equipment data
mice - Mice mortality data

On CRAN:

5.44 score 23 scripts 229 downloads 324 exports 97 dependencies

Last updated from:8362329b89. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	263
source / vignettes	OK	272
linux-release-x86_64	OK	254
macos-release-arm64	OK	167
macos-oldrel-arm64	OK	189
windows-devel	OK	216
windows-release	OK	206
windows-oldrel	OK	214
wasm-release	OK	188

Exports:AddW BGE BS BS10 BS11 BS12 BS13 BS2 BS3 BS4 BS5 BS6 BS7 BS8 CJ2 CS2e dAddW dBGE dBS dBS10 dBS11 dBS12 dBS13 dBS2 dBS3 dBS4 dBS5 dBS6 dBS7 dBS8 dCJ2 dCS2e dEEG dEGG dEMWEx den_exw dEOFNH dEW dEXL dExW dExWALD dFWE dGammaW dGAo dGGD dGIW dGL2 dGMW dGWF dIPXLIN dIW dKumIW dLIN dLW dMOEIW dMOEW dMOK dMW dNEE dOW dPL dQXGP dRNMW dRW dSZMW dWALD dWG dWGEE dWP EEG EGG EMWEx EOFNH estim_mu_sigma_GL2 estim_mu_sigma_NEE EW EXL ExW ExWALD exwstpt fitexw FWE GammaW GAo GGD GIW GL2 GMW hAddW hBGE hBS hBS10 hBS11 hBS12 hBS13 hBS2 hBS3 hBS4 hBS5 hBS6 hBS7 hBS8 hCJ2 hCS2e hEEG hEGG hEMWEx hEOFNH hEW hEXL hExW hFWE hGammaW hGAo hGGD hGIW hGL2 hGMW hGWF hIPXLIN hIW hKumIW hLIN hLW hMOEIW hMOEW hMOK hMW hNEE hOW hPL hQXGP hRNMW hRW hSZMW hWG hWGEE hWP initValuesFWE initValuesOW IPXLIN IW KumIW LIN logLik_GL2 logLik_NEE LW MOEIW MOEW MOK MW myOW_region NEE negllexw OW pAddW param.startOW pBGE pBS pBS10 pBS11 pBS12 pBS13 pBS2 pBS3 pBS4 pBS5 pBS6 pBS7 pBS8 pCJ2 pCS2e pEEG pEGG pEMWEx pEOFNH pEW pEXL pExW pExWALD pFWE pGammaW pGAo pGGD pGIW pGL2 pGMW pGWF pIPXLIN pIW pKumIW PL pLIN pLW pMOEIW pMOEW pMOK pMW pNEE pOW pPL pQXGP pRNMW pRW pSZMW pwald pWALD pWG pWGEE pWP qAddW qBGE qBS qBS10 qBS11 qBS12 qBS13 qBS2 qBS3 qBS4 qBS5 qBS6 qBS7 qBS8 qCJ2 qCS2e qEEG qEGG qEMWEx qEOFNH qEW qEXL qExW qExWALD qFWE qGammaW qGAo qGGD qGIW qGL2 qGMW qGWF qIPXLIN qIW qKumIW qLIN qLW qMOEIW qMOEW qMOK qMW qNEE qOW qPL qQXGP qRNMW qRW qSZMW qWALD qWG qWGEE qWP QXGP rAddW rBGE rBS rBS10 rBS11 rBS12 rBS13 rBS2 rBS3 rBS4 rBS5 rBS6 rBS7 rBS8 rCJ2 rCS2e rEEG rEGG rEMWEx rEOFNH rew rEW rEXL rExW rExWALD rFWE rGammaW rGAo rGGD rGIW rGL2 rGMW rGWF rIPXLIN rIW rKumIW rLIN rLW rMOEIW rMOEW rMOK rMW rNEE rOW rPL rQXGP rRNMW rRW rSZMW RW rWALD rWG rWGEE rWP SZMW uandv WALD wald_start WG WGEE WP

Dependencies:abind autoimage backports BBmisc BH boot broom car carData checkmate cli codetools colorspace cowplot cpp11 crayon data.table DEoptim Deriv doBy dotCall64 dplyr EstimationTools farver fields foreach forecast Formula fracdiff GA gamlss gamlss.data gamlss.dist gaussquad generics ggplot2 glue gtable isoband iterators labeling lamW lattice lifecycle lme4 lmtest magrittr mapproj maps MASS Matrix MatrixModels MBA mgcv microbenchmark minqa modelr nlme nloptr nnet numDeriv orthopolynom pbkrtest pillar pkgconfig polynom purrr quantreg R6 rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen RcppParallel Rdpack reformulas rlang S7 scales spam SparseM stringi stringr survival tibble tidyr tidyselect timeDate urca utf8 vctrs VGAM viridisLite withr zipfR zoo

OW distribution

Odd Weibull distribution | Application examples | Time to failure on electronic equipment | Mortality in mice exposed to radiation | References

Rendered fromOW_distribution.Rmdusingknitr::rmarkdown

Last update: 2026-02-24
Started: 2025-10-17

FWE distribution

Flexible Weibull extension distribution

Rendered fromFWE_distribution.Rmdusingknitr::rmarkdown

Last update: 2025-12-01
Started: 2025-10-17

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
The Additive Weibull family	AddW
The Beta Generalized Exponentiated family	BGE
The Birnbaum-Saunders family	BS
The Birnbaum-Saunders family - Santos-Neto et al. (2012) (P8 Based on the first Tweedie)	BS10
The Birnbaum-Saunders family - Santos-Neto et al. (2012) (P9 Based on the second Tweedie)	BS11
The Birnbaum-Saunders family - Santos-Neto et al. (2012) (P10 Based on the third Tweedie)	BS12
The Birnbaum-Saunders family - Santos-Neto et al. (2012) (P11 Based on the fourth Tweedie)	BS13
The Birnbaum-Saunders family - Santos-Neto et al. (2014)	BS2
The Birnbaum-Saunders family - Bourguignon & Gallardo (2022)	BS3
The Birnbaum-Saunders family - Ahmed et al. (2008)	BS4
The Birnbaum-Saunders family - Santos-Neto et al. (2012) (P3 Based on GLM)	BS5
The Birnbaum-Saunders family - Santos-Neto et al. (2012) (P4 Based on the mean)	BS6
The Birnbaum-Saunders family - Santos-Neto et al. (2012) (P5 Based on the variance)	BS7
The Birnbaum-Saunders family - Santos-Neto et al. (2012) (P6 Based on the variance 2)	BS8
The two-parameter Chris-Jerry distribution family	CJ2
The Cosine Sine Exponential family	CS2e
The Additive Weibull distribution	dAddW hAddW pAddW qAddW rAddW
The Beta Generalized Exponentiated distribution	dBGE hBGE pBGE qBGE rBGE
The Birnbaum-Saunders distribution	dBS hBS pBS qBS rBS
The Birnbaum-Saunders distribution - Santos-Neto et al. (2012) (P8 Based on the first Tweedie)	dBS10 hBS10 pBS10 qBS10 rBS10
The Birnbaum-Saunders distribution - Santos-Neto et al. (2012) (P9 Based on the second Tweedie)	dBS11 hBS11 pBS11 qBS11 rBS11
The Birnbaum-Saunders distribution - Santos-Neto et al. (2012) (P10 Based on the third Tweedie)	dBS12 hBS12 pBS12 qBS12 rBS12
The Birnbaum-Saunders distribution - Santos-Neto et al. (2012) (P11 Based on the fourth Tweedie)	dBS13 hBS13 pBS13 qBS13 rBS13
The Birnbaum-Saunders distribution - Santos-Neto et al. (2014)	dBS2 hBS2 pBS2 qBS2 rBS2
The Birnbaum-Saunders distribution - Bourguignon & Gallardo (2022)	dBS3 hBS3 pBS3 qBS3 rBS3
The Birnbaum-Saunders distribution - Ahmed et al. (2008)	dBS4 hBS4 pBS4 qBS4 rBS4
The Birnbaum-Saunders distribution - Santos-Neto et al. (2012) (P3 Based on GLM)	dBS5 hBS5 pBS5 qBS5 rBS5
The Birnbaum-Saunders distribution - Santos-Neto et al. (2012) (P4 Based on the mean)	dBS6 hBS6 pBS6 qBS6 rBS6
The Birnbaum-Saunders distribution - Santos-Neto et al. (2012) (P5 Based on the variance)	dBS7 hBS7 pBS7 qBS7 rBS7
The Birnbaum-Saunders distribution - Santos-Neto et al. (2012) (P6 Based on the variance 2)	dBS8 hBS8 pBS8 qBS8 rBS8
The two-parameter Chris-Jerry distribution	dCJ2 hCJ2 pCJ2 qCJ2 rCJ2
The Cosine Sine Exponential distribution	dCS2e hCS2e pCS2e qCS2e rCS2e
The Extended Exponential Geometric distribution	dEEG hEEG pEEG qEEG rEEG
The four parameter Exponentiated Generalized Gamma distribution	dEGG hEGG pEGG qEGG rEGG
The Exponentiated Modified Weibull Extension distribution	dEMWEx hEMWEx pEMWEx qEMWEx rEMWEx
The Extended Odd Frechet-Nadarajah-Haghighi	dEOFNH hEOFNH pEOFNH qEOFNH rEOFNH
The Exponentiated Weibull distribution	dEW hEW pEW qEW rEW
The exponentiated XLindley distribution	dEXL hEXL pEXL qEXL rEXL
The Extended Weibull distribution	dExW hExW pExW qExW rExW
The Ex-Wald distribution	dExWALD pExWALD qExWALD rExWALD
The Flexible Weibull Extension distribution	dFWE hFWE pFWE qFWE rFWE
The Gamma Weibull distribution	dGammaW hGammaW pGammaW qGammaW rGammaW
The gamma distribution in its original parameterization	dGAo hGAo pGAo qGAo rGAo
The Generalized Gompertz distribution	dGGD hGGD pGGD qGGD rGGD
The Generalized Inverse Weibull distribution	dGIW hGIW pGIW qGIW rGIW
The Generalized Lindley Type II (GL2) distribution	dGL2 hGL2 pGL2 qGL2 rGL2
The Generalized modified Weibull distribution	dGMW hGMW pGMW qGMW rGMW
Generalized Weibull distribution	dGWF hGWF pGWF qGWF rGWF
The Inverse Power XLindley distribution - Hassan et al. (2025)	dIPXLIN hIPXLIN pIPXLIN qIPXLIN rIPXLIN
The Inverse Weibull distribution	dIW hIW pIW qIW rIW
The Kumaraswamy Inverse Weibull distribution	dKumIW hKumIW pKumIW qKumIW rKumIW
Lindley distribution	dLIN hLIN pLIN qLIN rLIN
The Log-Weibull distribution	dLW hLW pLW qLW rLW
The Marshall-Olkin Extended Inverse Weibull distribution	dMOEIW hMOEIW pMOEIW qMOEIW rMOEIW
The Marshall-Olkin Extended Weibull distribution	dMOEW hMOEW pMOEW qMOEW rMOEW
The Marshall-Olkin Kappa distribution	dMOK hMOK pMOK qMOK rMOK
The Modified Weibull distribution	dMW hMW pMW qMW rMW
The New Exponentiated Exponential distribution	dNEE hNEE pNEE qNEE rNEE
The Odd Weibull Distribution	dOW hOW pOW qOW rOW
The Power Lindley distribution	dPL hPL pPL qPL rPL
The Quasi XGamma Poisson distribution	dQXGP hQXGP pQXGP qQXGP rQXGP
The Reduced New Modified Weibull distribution	dRNMW hRNMW pRNMW qRNMW rRNMW
The Reflected Weibull distribution	dRW hRW pRW qRW rRW
The Sarhan and Zaindin's Modified Weibull distribution	dSZMW hSZMW pSZMW qSZMW rSZMW
The Wald distribution	dWALD pWALD qWALD rWALD
The Weibull Geometric distribution	dWG hWG pWG qWG rWG
The Weighted Generalized Exponential-Exponential distribution	dWGEE hWGEE pWGEE qWGEE rWGEE
The Weibull Poisson distribution	dWP hWP pWP qWP rWP
The Extended Exponential Geometric family	EEG
The four parameter Exponentiated Generalized Gamma family	EGG
The Exponentiated Modifien Weibull Extension family	EMWEx
The Extended Odd Frechet-Nadarajah-Haghighi family	EOFNH
Electronic equipment data	equipment
estim_mu_sigma_GL2	estim_mu_sigma_GL2
The Exponentiated Weibull family	EW
The exponentiated XLindley family	EXL
The Extended Weibull family	ExW
The Ex-Wald family	ExWALD
The Flexible Weibull Extension family	FWE
The Gamma Weibull family	GammaW
The gamma family in its original parameterization	GAo
The Generalized Gompertz family	GGD
The Generalized Inverse Weibull family	GIW
The Generalized Lindley Type II family	GL2
The Generalized Modified Weibull family	GMW
Initial values and search region for Odd Weibull distribution	initValuesOW
IPXLIN	IPXLIN
The Inverse Weibull family	IW
The Kumaraswamy Inverse Weibull family	KumIW
The Lindley family	LIN
logLik_GL2	logLik_GL2
The Log-Weibull family	LW
Mice mortality data	mice
The Marshall-Olkin Extended Inverse Weibull family	MOEIW
The Marshall-Olkin Extended Weibull family	MOEW
The Marshall-Olkin Kappa family	MOK
The Modified Weibull family	MW
Custimized region search for odd Weibull distribution	myOW_region
New Exponentiated Exponential family	NEE
The Odd Weibull family	OW
Initial values extraction for Odd Weibull distribution	param.startOW
The Power Lindley family	PL
The Quasi XGamma Poisson family	QXGP
The Reflected Weibull family	RW
Summary of 'initValOW' objects	summary.initValOW
The Sarhan and Zaindin's Modified Weibull family	SZMW
The Wald family	WALD
The Weibull Geometric family	WG
The Weigted Generalized Exponential-Exponential family	WGEE
The Weibull Poisson family	WP