Package: reliaR 0.2

reliaR: Comprehensive Tools for some Probability Distributions

Provides a comprehensive suite of utilities for univariate continuous probability distributions and reliability models. Includes functions to compute the probability density, cumulative distribution, quantile, reliability, and hazard functions, along with random variate generation. Also offers diagnostic and model assessment tools such as Quantile-Quantile (Q-Q) and Probability-Probability (P-P) plots, the Kolmogorov-Smirnov goodness-of-fit test, and model selection criteria including the Akaike Information Criterion (AIC) and Bayesian Information Criterion (BIC). Currently implements the following distributions: Burr X, Chen, Exponential Extension, Exponentiated Logistic, Exponentiated Weibull, Exponential Power, Flexible Weibull, Generalized Exponential, Gompertz, Generalized Power Weibull, Gumbel, Inverse Generalized Exponential, Linear Failure Rate, Log-Gamma, Logistic-Exponential, Logistic-Rayleigh, Log-log, Marshall-Olkin Extended Exponential, Marshall-Olkin Extended Weibull, and Weibull Extension distributions. Serves as a valuable resource for teaching and research in probability theory, reliability analysis, and applied statistical modeling.

Authors:Vijay Kumar [aut, cre], Uwe Ligges [aut]

reliaR_0.2.tar.gz
reliaR_0.2.zip(r-4.7-any)reliaR_0.2.zip(r-4.6-any)reliaR_0.2.zip(r-4.5-any)
reliaR_0.2.tgz(r-4.6-any)reliaR_0.2.tgz(r-4.5-any)
reliaR_0.2.tar.gz(r-4.7-any)reliaR_0.2.tar.gz(r-4.6-any)
reliaR_0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION
card.svg |card.png
reliaR/json (API)

# Install 'reliaR' in R:
install.packages('reliaR', repos = c('https://vkumar123vkumar.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.43 score 2 stars 136 scripts 239 downloads 240 exports 0 dependencies

Last updated from:996386db4f. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK117
source / vignettesOK143
linux-release-x86_64OK127
macos-release-arm64OK120
macos-oldrel-arm64OK135
windows-develOK86
windows-releaseOK79
windows-oldrelOK74
wasm-releaseOK88

Exports:abic.burrXabic.chenabic.exp.extabic.exp.powerabic.expo.logisticabic.expo.weibullabic.flex.weibullabic.gen.expabic.gompertzabic.gp.weibullabic.gumbelabic.inv.genexpabic.lfrabic.log.gammaabic.logis.expabic.logis.rayleighabic.loglogabic.moeeabic.moewabic.weibull.extcrf.burrXcrf.chencrf.exp.extcrf.exp.powercrf.expo.logisticcrf.expo.weibullcrf.flex.weibullcrf.gen.expcrf.gompertzcrf.gp.weibullcrf.gumbelcrf.inv.genexpcrf.lfrcrf.log.gammacrf.logis.expcrf.logis.rayleighcrf.loglogcrf.moeecrf.moewcrf.weibull.extdburrXdchendexp.extdexp.powerdexpo.logisticdexpo.weibulldflex.weibulldgen.expdgompertzdgp.weibulldgumbeldinv.genexpdlfrdlog.gammadlogis.expdlogis.rayleighdloglogdmoeedmoewdweibull.exthburrXhchenhexp.exthexp.powerhexpo.logistichexpo.weibullhflex.weibullhgen.exphgompertzhgp.weibullhgumbelhinv.genexphlfrhlog.gammahlogis.exphlogis.rayleighhlogloghmoeehmoewhra.burrXhra.chenhra.exp.exthra.exp.powerhra.expo.logistichra.expo.weibullhra.flex.weibullhra.gen.exphra.gompertzhra.gp.weibullhra.gumbelhra.inv.genexphra.lfrhra.log.gammahra.logis.exphra.logis.rayleighhra.logloghra.moeehra.moewhra.weibull.exthweibull.extks.burrXks.chenks.exp.extks.exp.powerks.expo.logisticks.expo.weibullks.flex.weibullks.gen.expks.gompertzks.gp.weibullks.gumbelks.inv.genexpks.lfrks.log.gammaks.logis.expks.logis.rayleighks.loglogks.moeeks.moewks.weibull.extpburrXpchenpexp.extpexp.powerpexpo.logisticpexpo.weibullpflex.weibullpgen.exppgompertzpgp.weibullpgumbelpinv.genexpplfrplog.gammaplogis.expplogis.rayleighploglogpmoeepmoewpp.burrXpp.chenpp.exp.extpp.exp.powerpp.expo.logisticpp.expo.weibullpp.flex.weibullpp.gen.exppp.gompertzpp.gp.weibullpp.gumbelpp.inv.genexppp.lfrpp.log.gammapp.logis.exppp.logis.rayleighpp.loglogpp.moeepp.moewpp.weibull.extpweibull.extqburrXqchenqexp.extqexp.powerqexpo.logisticqexpo.weibullqflex.weibullqgen.expqgompertzqgp.weibullqgumbelqinv.genexpqlfrqlog.gammaqlogis.expqlogis.rayleighqloglogqmoeeqmoewqq.burrXqq.chenqq.exp.extqq.exp.powerqq.expo.logisticqq.expo.weibullqq.flex.weibullqq.gen.expqq.gompertzqq.gp.weibullqq.gumbelqq.inv.genexpqq.lfrqq.log.gammaqq.logis.expqq.logis.rayleighqq.loglogqq.moeeqq.moewqq.weibull.extqweibull.extrburrXrchenrexp.extrexp.powerrexpo.logisticrexpo.weibullrflex.weibullrgen.exprgompertzrgp.weibullrgumbelrinv.genexprlfrrlog.gammarlogis.exprlogis.rayleighrloglogrmoeermoewrweibull.extsburrXschensexp.extsexp.powersexpo.logisticsexpo.weibullsflex.weibullsgen.expsgompertzsgp.weibullsgumbelsinv.genexpslfrslog.gammaslogis.expslogis.rayleighsloglogsmoeesmoewsweibull.ext

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for BurrX distributionabic.burrX
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for a sample from Chen distributionabic.chen
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for Exponential Extension(EE) distributionabic.exp.ext
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for a sample from Exponential Power(EP) distributionabic.exp.power
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for Exponentiated Logistic(EL) distributionabic.expo.logistic
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for Exponentiated Weibull(EW) distributionabic.expo.weibull
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for flexible Weibull(FW) distributionabic.flex.weibull
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for a sample from Generalized Exponential distributionabic.gen.exp
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for Gompertz distributionabic.gompertz
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for generalized power Weibull(GPW) distributionabic.gp.weibull
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for Gumbel distributionabic.gumbel
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for Inverse Generalized Exponential(IGE) distributionabic.inv.genexp
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for linear failure rate(LFR) distributionabic.lfr
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for log-gamma(LG) distributionabic.log.gamma
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for Logistic-Exponential(LE) distributionabic.logis.exp
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for Logistic-Rayleigh(LR) distributionabic.logis.rayleigh
Akaike information criterion (AIC) and Bayesian/ Schwartz information criterion (BIC)/ (SIC) for a sample from Loglog distributionabic.loglog
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for the Marshall-Olkin Extended Exponential(MOEE) distributionabic.moee
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for the Marshall-Olkin Extended Weibull(MOEW) distributionabic.moew
Akaike information criterion (AIC) and Bayesian information criterion (BIC) for Weibull Extension(WE) distributionabic.weibull.ext
bearingsbearings
The BurrX (Generalized Rayleigh) distributionBurrX dburrX pburrX qburrX rburrX
Survival related functions for the BurrX distributionBurrXsurvival crf.burrX hburrX hra.burrX sburrX
The Chen distributionChen dchen pchen qchen rchen
Survival related functions for the Chen distributionChensurvival crf.chen hchen hra.chen schen
Accelerated life test dataconductors
Controller Datasetdataset2
Survival related functions for the Exponential Power(EP) distributioncrf.exp.power EPsurvival hexp.power hra.exp.power sexp.power
The Exponential Extension(EE) distributiondexp.ext ExpExt pexp.ext qexp.ext rexp.ext
Survival related functions for the Exponential Extension(EE) distributioncrf.exp.ext ExpExtsurvival hexp.ext hra.exp.ext sexp.ext
The Exponentiated Logistic(EL) distributiondexpo.logistic ExpoLogistic pexpo.logistic qexpo.logistic rexpo.logistic
Survival related functions for the Exponentiated Logistic(EL) distributioncrf.expo.logistic ExpoLogisticsurvival hexpo.logistic hra.expo.logistic sexpo.logistic
The Exponentiated Weibull(EW) distributiondexpo.weibull ExpoWeibull pexpo.weibull qexpo.weibull rexpo.weibull
Survival related functions for the Exponentiated Weibull(EW) distributioncrf.expo.weibull ExpoWeibullsurvival hexpo.weibull hra.expo.weibull sexpo.weibull
The Exponential Power distributiondexp.power ExpPower pexp.power qexp.power rexp.power
The flexible Weibull(FW) distributiondflex.weibull FlexWeibull pflex.weibull qflex.weibull rflex.weibull
Survival related functions for the flexible Weibull(FW) distributioncrf.flex.weibull FlexWeibullsurvival hflex.weibull hra.flex.weibull sflex.weibull
The Generalized Exponential (GE) distributiondgen.exp GenExp pgen.exp qgen.exp rgen.exp
Survival related functions for the Generalized Exponential (GE) distributioncrf.gen.exp GenExpsurvival hgen.exp hra.gen.exp sgen.exp
The Gompertz distributiondgompertz Gompertz pgompertz qgompertz rgompertz
Survival related functions for the Gompertz distributioncrf.gompertz Gompertzsurvival hgompertz hra.gompertz sgompertz
The generalized power Weibull(GPW) distributiondgp.weibull GPWeibull pgp.weibull qgp.weibull rgp.weibull
Survival related functions for the generalized power Weibull(GPW) distributioncrf.gp.weibull GPWeibullsurvival hgp.weibull hra.gp.weibull sgp.weibull
The Gumbel distributiondgumbel Gumbel pgumbel qgumbel rgumbel
Survival related functions for the Gumbel distributioncrf.gumbel Gumbelsurvival hgumbel hra.gumbel sgumbel
The Inverse Generalized Exponential(IGE) distributiondinv.genexp InvGenExp pinv.genexp qinv.genexp rinv.genexp
Survival related functions for the Inverse Generalized Exponential(IGE) distributioncrf.inv.genexp hinv.genexp hra.inv.genexp InvGenExpsurvival sinv.genexp
Test of Kolmogorov-Smirnov for the BurrX distributionks.burrX
Test of Kolmogorov-Smirnov for the Chen distributionks.chen
Test of Kolmogorov-Smirnov for the Exponential Extension(EE) distributionks.exp.ext
Test of Kolmogorov-Smirnov for the Exponential Power(EP) distributionks.exp.power
Test of Kolmogorov-Smirnov for the Exponentiated Logistic (EL) distributionks.expo.logistic
Test of Kolmogorov-Smirnov for the Exponentiated Weibull(EW) distributionks.expo.weibull
Test of Kolmogorov-Smirnov for the flexible Weibull(FW) distributionks.flex.weibull
Test of Kolmogorov-Smirnov for the Generalized Exponential(GE) distributionks.gen.exp
Test of Kolmogorov-Smirnov for the Gompertz distributionks.gompertz
Test of Kolmogorov-Smirnov for the generalized power Weibull(GPW) distributionks.gp.weibull
Test of Kolmogorov-Smirnov for the Gumbel distributionks.gumbel
Test of Kolmogorov-Smirnov for the Inverse Generalized Exponential(IGE) distributionks.inv.genexp
Test of Kolmogorov-Smirnov for the linear failure rate(LFR) distributionks.lfr
Test of Kolmogorov-Smirnov for the log-gamma(LG) distributionks.log.gamma
Test of Kolmogorov-Smirnov for the Logistic-Exponential(LE) distributionks.logis.exp
Test of Kolmogorov-Smirnov for the Logistic-Rayleigh(LR) distributionks.logis.rayleigh
Test of Kolmogorov-Smirnov for the Loglog distributionks.loglog
Test of Kolmogorov-Smirnov for the Marshall-Olkin Extended Exponential(MOEE) distributionks.moee
Test of Kolmogorov-Smirnov for the Marshall-Olkin Extended Exponential(MOEW) distributionks.moew
Test of Kolmogorov-Smirnov for the Weibull Extension(WE) distributionks.weibull.ext
The linear failure rate(LFR) distributiondlfr LFR plfr qlfr rlfr
Survival related functions for the linear failure rate(LFR) distributioncrf.lfr hlfr hra.lfr LFRsurvival slfr
The log-gamma(LG) distributiondlog.gamma Loggamma plog.gamma qlog.gamma rlog.gamma
Survival related functions for the log-gamma(LG) distributioncrf.log.gamma hlog.gamma hra.log.gamma Loggammasurvival slog.gamma
The Logistic-Exponential(LE) distributiondlogis.exp LogisExp plogis.exp qlogis.exp rlogis.exp
Survival related functions for the Logistic-Exponential(LE) distributioncrf.logis.exp hlogis.exp hra.logis.exp LogisExpsurvival slogis.exp
The Logistic-Rayleigh(LR) distributiondlogis.rayleigh LogisRayleigh plogis.rayleigh qlogis.rayleigh rlogis.rayleigh
Survival related functions for the Logistic-Rayleigh(LR) distributioncrf.logis.rayleigh hlogis.rayleigh hra.logis.rayleigh LogisRayleighsurvival slogis.rayleigh
The Loglog distributiondloglog Loglog ploglog qloglog rloglog
Survival related functions for the Loglog distributioncrf.loglog hloglog hra.loglog Loglogsurvival sloglog
The Marshall-Olkin Extended Exponential (MOEE) distributiondmoee MOEE pmoee qmoee rmoee
Survival related functions for the Marshall-Olkin Extended Exponential (MOEE) distributioncrf.moee hmoee hra.moee MOEEsurvival smoee
The Marshall-Olkin Extended Weibull (MOEW) distributiondmoew MOEW pmoew qmoew rmoew
Survival related functions for the Marshall-Olkin Extended Weibull (MOEW) distributioncrf.moew hmoew hra.moew MOEWsurvival smoew
Probability versus Probability (PP) plot for the BurrX distributionpp.burrX
Probability versus Probability (PP) plot for the Chen distributionpp.chen
Probability versus Probability (PP) plot for the Exponential Extension(EE) distributionpp.exp.ext
Probability versus Probability (PP) plot for the Exponential Power distributionpp.exp.power
Probability versus Probability (PP) plot for the Exponentiated Logistic(EL) distributionpp.expo.logistic
Probability versus Probability (PP) plot for the Exponentiated Weibull(EW) distributionpp.expo.weibull
Probability versus Probability (PP) plot for the flexible Weibull(FW) distributionpp.flex.weibull
Probability versus Probability (PP) plot for the Generalized Exponential(GE) distributionpp.gen.exp
Probability versus Probability (PP) plot for the Gompertz distributionpp.gompertz
Probability versus Probability (PP) plot for the generalized power Weibull(GPW) distributionpp.gp.weibull
Probability versus Probability (PP) plot for the Gumbel distributionpp.gumbel
Probability versus Probability (PP) plot for the Inverse Generalized Exponential(IGE) distributionpp.inv.genexp
Probability versus Probability (PP) plot for the linear failure rate(LFR) distributionpp.lfr
Probability versus Probability (PP) plot for the log-gamma(LG) distributionpp.log.gamma
Probability versus Probability (PP) plot for the Logistic-Exponential(LE) distributionpp.logis.exp
Probability versus Probability (PP) plot for the Logistic-Rayleigh(LR) distributionpp.logis.rayleigh
Probability versus Probability (PP) plot for the Loglog distributionpp.loglog
Probability versus Probability (PP) plot for the Marshall-Olkin Extended Exponential(MOEE) distributionpp.moee
Probability versus Probability (PP) plot for the Marshall-Olkin Extended Weibull(MOEW) distributionpp.moew
Probability versus Probability (PP) plot for the Weibull Extension(WE) distributionpp.weibull.ext
Quantile versus quantile (QQ) plot for the BurrX distributionqq.burrX
Quantile versus quantile (QQ) plot for the Chen distributionqq.chen
Quantile versus quantile (QQ) plot for the Exponential Extension(EE) distributionqq.exp.ext
Quantile versus quantile (QQ) plot for the Exponential Power distributionqq.exp.power
Quantile versus quantile (QQ) plot for the Exponentiated Logistic(EL) distributionqq.expo.logistic
Quantile versus quantile (QQ) plot for the Exponentiated Weibull(EW) distributionqq.expo.weibull
Quantile versus quantile (QQ) plot for the flexible Weibull(FW) distributionqq.flex.weibull
Quantile versus quantile (QQ) plot for the Generalized Exponential(GE) distributionqq.gen.exp
Quantile versus quantile (QQ) plot for the Gompertz distributionqq.gompertz
Quantile versus quantile (QQ) plot for the generalized power Weibull(GPW) distributionqq.gp.weibull
Quantile versus quantile (QQ) plot for the Gumbel distributionqq.gumbel
Quantile versus quantile (QQ) plot for the Inverse Generalized Exponential(IGE) distributionqq.inv.genexp
Quantile versus quantile (QQ) plot for the linear failure rate(LFR) distributionqq.lfr
Quantile versus quantile (QQ) plot for the log-gamma(LG) distributionqq.log.gamma
Quantile versus quantile (QQ) plot for the Logistic-Exponential(LE) distributionqq.logis.exp
Quantile versus quantile (QQ) plot for the Logistic-Rayleigh(LR) distributionqq.logis.rayleigh
Quantile versus quantile (QQ) plot for the Loglog distributionqq.loglog
Quantile versus quantile (QQ) plot for the Marshall-Olkin Extended Exponential(MOEE) distributionqq.moee
Quantile versus quantile (QQ) plot for the Marshall-Olkin Extended Weibull(MOEW) distributionqq.moew
Quantile versus quantile (QQ) plot for the Weibull Extension(WE) distributionqq.weibull.ext
Reactor pumpreactorpump
Maintenance Datarepairtimes
Breaking stressstress
Software Reliability Datasetsys2
The Weibull Extension(WE) distributiondweibull.ext pweibull.ext qweibull.ext rweibull.ext WeibullExt
Survival related functions for the Weibull Extension(WE) distributioncrf.weibull.ext hra.weibull.ext hweibull.ext sweibull.ext WeibullExtsurvival