reliaR0.2 package

Comprehensive Tools for some Probability Distributions

abic.burrX

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.chen

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.exp.ext

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.exp.power

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.expo.logistic

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.expo.weibull

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.flex.weibull

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.gen.exp

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.gompertz

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.gp.weibull

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.gumbel

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.inv.genexp

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.lfr

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.log.gamma

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.logis.exp

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.logis.rayleigh

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.loglog

Akaike information criterion (AIC) and Bayesian/ Schwartz information ...

abic.moee

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.moew

Akaike information criterion (AIC) and Bayesian information criterion ...

abic.weibull.ext

Akaike information criterion (AIC) and Bayesian information criterion ...

BurrX

The BurrX (Generalized Rayleigh) distribution

BurrXsurvival

Survival related functions for the BurrX distribution

Chen

The Chen distribution

Chensurvival

Survival related functions for the Chen distribution

EPsurvival

Survival related functions for the Exponential Power(EP) distribution

ExpExt

The Exponential Extension(EE) distribution

ExpExtsurvival

Survival related functions for the Exponential Extension(EE) distribut...

ExpoLogistic

The Exponentiated Logistic(EL) distribution

ExpoLogisticsurvival

Survival related functions for the Exponentiated Logistic(EL) distribu...

ExpoWeibull

The Exponentiated Weibull(EW) distribution

ExpoWeibullsurvival

Survival related functions for the Exponentiated Weibull(EW) distribut...

ExpPower

The Exponential Power distribution

FlexWeibull

The flexible Weibull(FW) distribution

FlexWeibullsurvival

Survival related functions for the flexible Weibull(FW) distribution

GenExp

The Generalized Exponential (GE) distribution

GenExpsurvival

Survival related functions for the Generalized Exponential (GE) distri...

Gompertz

The Gompertz distribution

Gompertzsurvival

Survival related functions for the Gompertz distribution

GPWeibull

The generalized power Weibull(GPW) distribution

GPWeibullsurvival

Survival related functions for the generalized power Weibull(GPW) dist...

Gumbel

The Gumbel distribution

Gumbelsurvival

Survival related functions for the Gumbel distribution

InvGenExp

The Inverse Generalized Exponential(IGE) distribution

InvGenExpEsurvival

Survival related functions for the Inverse Generalized Exponential(IGE...

ks.burrX

Test of Kolmogorov-Smirnov for the BurrX distribution

ks.chen

Test of Kolmogorov-Smirnov for the Chen distribution

ks.exp.ext

Test of Kolmogorov-Smirnov for the Exponential Extension(EE) distribut...

ks.exp.power

Test of Kolmogorov-Smirnov for the Exponential Power(EP) distribution

ks.expo.logistic

Test of Kolmogorov-Smirnov for the Exponentiated Logistic (EL) distrib...

ks.expo.weibull

Test of Kolmogorov-Smirnov for the Exponentiated Weibull(EW) distribut...

ks.flex.weibull

Test of Kolmogorov-Smirnov for the flexible Weibull(FW) distribution

ks.gen.exp

Test of Kolmogorov-Smirnov for the Generalized Exponential(GE) distrib...

ks.gompertz

Test of Kolmogorov-Smirnov for the Gompertz distribution

ks.gp.weibull

Test of Kolmogorov-Smirnov for the generalized power Weibull(GPW) dist...

ks.gumbel

Test of Kolmogorov-Smirnov for the Gumbel distribution

ks.inv.genexp

Test of Kolmogorov-Smirnov for the Inverse Generalized Exponential(IGE...

ks.lfr

Test of Kolmogorov-Smirnov for the linear failure rate(LFR) distributi...

ks.log.gamma

Test of Kolmogorov-Smirnov for the log-gamma(LG) distribution

ks.logis.exp

Test of Kolmogorov-Smirnov for the Logistic-Exponential(LE) distributi...

ks.logis.rayleigh

Test of Kolmogorov-Smirnov for the Logistic-Rayleigh(LR) distribution

ks.loglog

Test of Kolmogorov-Smirnov for the Loglog distribution

ks.moee

Test of Kolmogorov-Smirnov for the Marshall-Olkin Extended Exponential...

ks.moew

Test of Kolmogorov-Smirnov for the Marshall-Olkin Extended Exponential...

ks.weibull.ext

Test of Kolmogorov-Smirnov for the Weibull Extension(WE) distribution

LFR

The linear failure rate(LFR) distribution

LFRsurvival

Survival related functions for the linear failure rate(LFR) distributi...

Loggamma

The log-gamma(LG) distribution

Loggammasurvival

Survival related functions for the log-gamma(LG) distribution

LogisExp

The Logistic-Exponential(LE) distribution

LogisExpsurvival

Survival related functions for the Logistic-Exponential(LE) distributi...

LogisRayleigh

The Logistic-Rayleigh(LR) distribution

LogisRayleighsurvival

Survival related functions for the Logistic-Rayleigh(LR) distribution

Loglog

The Loglog distribution

Loglogsurvival

Survival related functions for the Loglog distribution

MOEE

The Marshall-Olkin Extended Exponential (MOEE) distribution

MOEEsurvival

Survival related functions for the Marshall-Olkin Extended Exponential...

MOEW

The Marshall-Olkin Extended Weibull (MOEW) distribution

MOEWsurvival

Survival related functions for the Marshall-Olkin Extended Weibull (MO...

pp.burrX

Probability versus Probability (PP) plot for the BurrX distribution

pp.chen

Probability versus Probability (PP) plot for the Chen distribution

pp.exp.ext

Probability versus Probability (PP) plot for the Exponential Extension...

pp.exp.power

Probability versus Probability (PP) plot for the Exponential Power dis...

pp.expo.logistic

Probability versus Probability (PP) plot for the Exponentiated Logisti...

pp.expo.weibull

Probability versus Probability (PP) plot for the Exponentiated Weibull...

pp.flex.weibull

Probability versus Probability (PP) plot for the flexible Weibull(FW) ...

pp.gen.exp

Probability versus Probability (PP) plot for the Generalized Exponenti...

pp.gompertz

Probability versus Probability (PP) plot for the Gompertz distribution

pp.gp.weibull

Probability versus Probability (PP) plot for the generalized power Wei...

pp.gumbel

Probability versus Probability (PP) plot for the Gumbel distribution

pp.inv.genexp

Probability versus Probability (PP) plot for the Inverse Generalized E...

pp.lfr

Probability versus Probability (PP) plot for the linear failure rate(L...

pp.log.gamma

Probability versus Probability (PP) plot for the log-gamma(LG) distrib...

pp.logis.exp

Probability versus Probability (PP) plot for the Logistic-Exponential(...

pp.logis.rayleigh

Probability versus Probability (PP) plot for the Logistic-Rayleigh(LR)...

pp.loglog

Probability versus Probability (PP) plot for the Loglog distribution

pp.moee

Probability versus Probability (PP) plot for the Marshall-Olkin Extend...

pp.moew

Probability versus Probability (PP) plot for the Marshall-Olkin Extend...

pp.weibull.ext

Probability versus Probability (PP) plot for the Weibull Extension(WE)...

qq.burrX

Quantile versus quantile (QQ) plot for the BurrX distribution

qq.chen

Quantile versus quantile (QQ) plot for the Chen distribution

qq.exp.ext

Quantile versus quantile (QQ) plot for the Exponential Extension(EE) d...

qq.exp.power

Quantile versus quantile (QQ) plot for the Exponential Power distribut...

qq.expo.logistic

Quantile versus quantile (QQ) plot for the Exponentiated Logistic(EL) ...

qq.expo.weibull

Quantile versus quantile (QQ) plot for the Exponentiated Weibull(EW) d...

qq.flex.weibull

Quantile versus quantile (QQ) plot for the flexible Weibull(FW) distri...

qq.gen.exp

Quantile versus quantile (QQ) plot for the Generalized Exponential(GE)...

qq.gompertz

Quantile versus quantile (QQ) plot for the Gompertz distribution

qq.gp.weibull

Quantile versus quantile (QQ) plot for the generalized power Weibull(G...

qq.gumbel

Quantile versus quantile (QQ) plot for the Gumbel distribution

qq.inv.genexp

Quantile versus quantile (QQ) plot for the Inverse Generalized Exponen...

qq.lfr

Quantile versus quantile (QQ) plot for the linear failure rate(LFR) di...

qq.log.gamma

Quantile versus quantile (QQ) plot for the log-gamma(LG) distribution

qq.logis.exp

Quantile versus quantile (QQ) plot for the Logistic-Exponential(LE) di...

qq.logis.rayleigh

Quantile versus quantile (QQ) plot for the Logistic-Rayleigh(LR) distr...

qq.loglog

Quantile versus quantile (QQ) plot for the Loglog distribution

qq.moee

Quantile versus quantile (QQ) plot for the Marshall-Olkin Extended Exp...

qq.moew

Quantile versus quantile (QQ) plot for the Marshall-Olkin Extended Wei...

qq.weibull.ext

Quantile versus quantile (QQ) plot for the Weibull Extension(WE) distr...

WeibullExt

The Weibull Extension(WE) distribution

WeibullExtsurvival

Survival related functions for the Weibull Extension(WE) distribution

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.

  • Maintainer: Vijay Kumar
  • License: GPL-2
  • Last published: 2025-10-23