Package: NeuDist 1.0.1

NeuDist: Univariate Continuous Distributions with Model Diagnostics

Implements univariate continuous probability distributions and associated model diagnostics based on the Lindley, Logistic, Half-Cauchy, Half-Logistic, and Poisson families. Provides functions for probability density, cumulative distribution, quantile, and hazard evaluation, random variate generation, and diagnostic procedures including Q-Q and P-P plots, goodness-of-fit tests, and model selection criteria.

Authors:Vijay Kumar [aut, cre], Laxmi Prasad Sapkota [aut], Pankaj Kumar [aut], Lal Babu Sah [aut]

NeuDist_1.0.1.tar.gz
NeuDist_1.0.1.zip(r-4.7-any)NeuDist_1.0.1.zip(r-4.6-any)NeuDist_1.0.1.zip(r-4.5-any)
NeuDist_1.0.1.tgz(r-4.6-any)NeuDist_1.0.1.tgz(r-4.5-any)
NeuDist_1.0.1.tar.gz(r-4.7-any)NeuDist_1.0.1.tar.gz(r-4.6-any)
NeuDist_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
NeuDist/json (API)

# Install 'NeuDist' in R:
install.packages('NeuDist', repos = c('https://vkumar123vkumar.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • bladder - Bladder Cancer Recurrence Times
  • conductors - Electromigration Failure Times of Microcircuit Conductors
  • fibers63 - Strength of 63 Carbon Fibers at 10 mm Gauge Length
  • fibers65 - Strength of 65 Carbon Fibers at 50 mm Gauge Length
  • fibers69 - Tensile Strength of 69 Carbon Fibers at 20 mm Gauge Length
  • headneck44 - Head and Neck Cancer Survival Times
  • rainfall - March Rainfall in Minneapolis/St. Paul
  • reactorpump - Failure Time Intervals of Secondary Reactor Pumps
  • relief - Relief Times of Patients Receiving an Analgesic
  • stress - Breaking Stress of Carbon Fibres
  • stress31 - Fatigue Life of 6061-T6 Aluminum Coupons under 31,000 psi
  • stress66 - Breaking Stress of 66 Carbon Fibers of Length 50 mm
  • survtimes - Survival Times of Guinea Pigs Infected with Tubercle Bacilli
  • waiting - Waiting Times of 100 Bank Customers
  • windshield - Service Times of Aircraft Windshields

On CRAN:

Conda:

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

1.00 score 141 downloads 294 exports 1 dependencies

Last updated from:2b7aa7651e. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK128
source / vignettesOK174
linux-release-x86_64OK115
macos-release-arm64OK117
macos-oldrel-arm64OK80
windows-develOK98
windows-releaseOK83
windows-oldrelOK81
wasm-releaseOK108

Exports:dchen.expdexpo.inv.chendgen.exp.powerdgompertz.extdhc.chendhc.gen.expdhc.gen.rayleighdhc.gpzdhc.inv.gpzdhc.inv.NHEdhc.NHEdHL.inv.weibdHL.nhedinv.exp.powerdinv.expo.exp.poisdinv.gen.gpzdinv.phamdinv.pow.cauchydinv.sgzdinv.ubddlind.exp.powdlind.ginv.expdlindley.chendlindley.gpzdlindley.HCdlindley.inv.expdlindley.inv.weibdlindley.rlhdlogis.chendlogis.exp.extdlogis.exp.powerdlogis.gpzdlogis.inv.expdlogis.inv.lomaxdlogis.inv.weibdlogis.lomaxdlogis.mod.expdlogis.NHEdlogis.rayleighdlogis.weibdmod.atan.expdmod.gen.expdmod.inv.gen.expdmod.inv.lomaxdmod.inv.NHEdmod.ubddNLindley.HCdperksdpois.chendpois.exp.powdpois.gen.rayleighdpois.gpzdpois.inv.lomaxdpois.inv.NHEdpois.inv.sgzdpois.inv.weibdpois.NHEdpois.shifted.gzgofichchen.exphexpo.inv.chenhgen.exp.powerhgompertz.exthhc.chenhhc.gen.exphhc.gen.rayleighhhc.gpzhhc.inv.gpzhhc.inv.NHEhhc.NHEhHL.inv.weibhHL.nhehinv.exp.powerhinv.expo.exp.poishinv.gen.gpzhinv.phamhinv.pow.cauchyhinv.sgzhinv.ubdhlind.exp.powhlind.ginv.exphlindley.chenhlindley.gpzhlindley.HChlindley.inv.exphlindley.inv.weibhlindley.rlhhlogis.chenhlogis.exp.exthlogis.exp.powerhlogis.gpzhlogis.inv.exphlogis.inv.lomaxhlogis.inv.weibhlogis.lomaxhlogis.mod.exphlogis.NHEhlogis.rayleighhlogis.weibhmod.atan.exphmod.gen.exphmod.inv.gen.exphmod.inv.lomaxhmod.inv.NHEhmod.ubdhNLindley.HChperkshpois.chenhpois.exp.powhpois.gen.rayleighhpois.gpzhpois.inv.lomaxhpois.inv.NHEhpois.inv.sgzhpois.inv.weibhpois.NHEhpois.shifted.gzpchen.exppexpo.inv.chenpgen.exp.powerpgompertz.extphc.chenphc.gen.expphc.gen.rayleighphc.gpzphc.inv.gpzphc.inv.NHEphc.NHEpHL.inv.weibpHL.nhepinv.exp.powerpinv.expo.exp.poispinv.gen.gpzpinv.phampinv.pow.cauchypinv.sgzpinv.ubdplind.exp.powplind.ginv.expplindley.chenplindley.gpzplindley.HCplindley.inv.expplindley.inv.weibplindley.rlhplogis.chenplogis.exp.extplogis.exp.powerplogis.gpzplogis.inv.expplogis.inv.lomaxplogis.inv.weibplogis.lomaxplogis.mod.expplogis.NHEplogis.rayleighplogis.weibpmod.atan.exppmod.gen.exppmod.inv.gen.exppmod.inv.lomaxpmod.inv.NHEpmod.ubdpNLindley.HCpp.plotpperksppois.chenppois.exp.powppois.gen.rayleighppois.gpzppois.inv.lomaxppois.inv.NHEppois.inv.sgzppois.inv.weibppois.NHEppois.shifted.gzprint.goficqchen.expqexpo.inv.chenqgen.exp.powerqgompertz.extqhc.chenqhc.gen.expqhc.gen.rayleighqhc.gpzqhc.inv.gpzqhc.inv.NHEqhc.NHEqHL.inv.weibqHL.nheqinv.exp.powerqinv.expo.exp.poisqinv.gen.gpzqinv.phamqinv.pow.cauchyqinv.sgzqinv.ubdqlind.exp.powqlind.ginv.expqlindley.chenqlindley.gpzqlindley.HCqlindley.inv.expqlindley.inv.weibqlindley.rlhqlogis.chenqlogis.exp.extqlogis.exp.powerqlogis.gpzqlogis.inv.expqlogis.inv.lomaxqlogis.inv.weibqlogis.lomaxqlogis.mod.expqlogis.NHEqlogis.rayleighqlogis.weibqmod.atan.expqmod.gen.expqmod.inv.gen.expqmod.inv.lomaxqmod.inv.NHEqmod.ubdqNLindley.HCqperksqpois.chenqpois.exp.powqpois.gen.rayleighqpois.gpzqpois.inv.lomaxqpois.inv.NHEqpois.inv.sgzqpois.inv.weibqpois.NHEqpois.shifted.gzqq.plotrchen.exprexpo.inv.chenrgen.exp.powerrgompertz.extrhc.chenrhc.gen.exprhc.gen.rayleighrhc.gpzrhc.inv.gpzrhc.inv.NHErhc.NHErHL.inv.weibrHL.nherinv.exp.powerrinv.expo.exp.poisrinv.gen.gpzrinv.phamrinv.pow.cauchyrinv.sgzrinv.ubdrlind.exp.powrlind.ginv.exprlindley.chenrlindley.gpzrlindley.HCrlindley.inv.exprlindley.inv.weibrlindley.rlhrlogis.chenrlogis.exp.extrlogis.exp.powerrlogis.gpzrlogis.inv.exprlogis.inv.lomaxrlogis.inv.weibrlogis.lomaxrlogis.mod.exprlogis.NHErlogis.rayleighrlogis.weibrmod.atan.exprmod.gen.exprmod.inv.gen.exprmod.inv.lomaxrmod.inv.NHErmod.ubdrNLindley.HCrperksrpois.chenrpois.exp.powrpois.gen.rayleighrpois.gpzrpois.inv.lomaxrpois.inv.NHErpois.inv.sgzrpois.inv.weibrpois.NHErpois.shifted.gz

Dependencies:goftest

Readme and manuals

Help Manual

Help pageTopics
Univariate Continuous Distributions with Model DiagnosticsNeuDist-package NeuDist
Bladder Cancer Recurrence Timesbladder
Chen-Exponential DistributionChenExp dchen.exp hchen.exp pchen.exp qchen.exp rchen.exp
Electromigration Failure Times of Microcircuit Conductorsconductors
Exponentiated Exponential Power (EEP) Distributiondgen.exp.power ExpoExpPower hgen.exp.power pgen.exp.power qgen.exp.power rgen.exp.power
Exponentiated Inverse Chen Distributiondexpo.inv.chen ExpoInvChen hexpo.inv.chen pexpo.inv.chen qexpo.inv.chen rexpo.inv.chen
Strength of 63 Carbon Fibers at 10 mm Gauge Lengthfibers63
Strength of 65 Carbon Fibers at 50 mm Gauge Lengthfibers65
Tensile Strength of 69 Carbon Fibers at 20 mm Gauge Lengthfibers69
Generic Goodness-of-Fit(GoF) and Model Diagnostics Functiongofic
Gompertz Extension Distributiondgompertz.ext GompertzExt hgompertz.ext pgompertz.ext qgompertz.ext rgompertz.ext
Half-Cauchy Chen Distributiondhc.chen HCChen hhc.chen phc.chen qhc.chen rhc.chen
Half-Cauchy Generalized Exponential(HCGE) Distributiondhc.gen.exp HCGenExp hhc.gen.exp phc.gen.exp qhc.gen.exp rhc.gen.exp
Half-Cauchy Generalized Rayleigh Distributiondhc.gen.rayleigh HCGenRayleigh hhc.gen.rayleigh phc.gen.rayleigh qhc.gen.rayleigh rhc.gen.rayleigh
Half-Cauchy Gompertz Distributiondhc.gpz HCGompertz hhc.gpz phc.gpz qhc.gpz rhc.gpz
Half-Cauchy Inverse Gompertz Distributiondhc.inv.gpz HCInvGPZ hhc.inv.gpz phc.inv.gpz qhc.inv.gpz rhc.inv.gpz
Half-Cauchy Inverse NHE Distributiondhc.inv.NHE HCInvNHE hhc.inv.NHE phc.inv.NHE qhc.inv.NHE rhc.inv.NHE
Half-Cauchy NHE Distributiondhc.NHE HCNHE hhc.NHE phc.NHE qhc.NHE rhc.NHE
Head and Neck Cancer Survival Timesheadneck44
Half-Logistic Inverted Weibull (HLIW) DistributiondHL.inv.weib hHL.inv.weib HLIW pHL.inv.weib qHL.inv.weib rHL.inv.weib
Half-Logistic NHE(Nadarajah-Haghighi Exponential) DistributiondHL.nhe hHL.nhe HLNHE pHL.nhe qHL.nhe rHL.nhe
Inverse Exponentiated Exponential Poisson (IEEP) Distributiondinv.expo.exp.pois hinv.expo.exp.pois InvEEP pinv.expo.exp.pois qinv.expo.exp.pois rinv.expo.exp.pois
Inverse Exponential Power Distributiondinv.exp.power hinv.exp.power InvExpPower pinv.exp.power qinv.exp.power rinv.exp.power
Inverse Generalized Gompertz Distributiondinv.gen.gpz hinv.gen.gpz InvGenGPZ pinv.gen.gpz qinv.gen.gpz rinv.gen.gpz
Inverse Pham Distributiondinv.pham hinv.pham InvPham pinv.pham qinv.pham rinv.pham
Inverse Power Cauchy Distributiondinv.pow.cauchy hinv.pow.cauchy InvPowerCauchy pinv.pow.cauchy qinv.pow.cauchy rinv.pow.cauchy
Inverted Shifted Gompertz (ISG) Distributiondinv.sgz hinv.sgz InvSGZ pinv.sgz qinv.sgz rinv.sgz
Inverse Upside Down Bathtub-shaped Hazard Function Distributiondinv.ubd hinv.ubd InvUBD pinv.ubd qinv.ubd rinv.ubd
Lindley-Chen Distributiondlindley.chen hlindley.chen LindleyChen plindley.chen qlindley.chen rlindley.chen
Lindley-Exponential Power Distributiondlind.exp.pow hlind.exp.pow LindleyExpPower plind.exp.pow qlind.exp.pow rlind.exp.pow
Lindley Generalized Inverted Exponential(LGIE) Distributiondlind.ginv.exp hlind.ginv.exp LindleyGIE plind.ginv.exp qlind.ginv.exp rlind.ginv.exp
Lindley-Gompertz Distributiondlindley.gpz hlindley.gpz LindleyGompertz plindley.gpz qlindley.gpz rlindley.gpz
Lindley Half-Cauchy(LHC) Distributiondlindley.HC hlindley.HC LindleyHC plindley.HC qlindley.HC rlindley.HC
Lindley Inverse Exponential Distributiondlindley.inv.exp hlindley.inv.exp LindleyInvExp plindley.inv.exp qlindley.inv.exp rlindley.inv.exp
Lindley-Inverse Weibull Distributiondlindley.inv.weib hlindley.inv.weib LindleyInvWeibull plindley.inv.weib qlindley.inv.weib rlindley.inv.weib
Lindley-Rayleigh Distributiondlindley.rlh hlindley.rlh LindleyRayleigh plindley.rlh qlindley.rlh rlindley.rlh
Logistic-Chen Distributiondlogis.chen hlogis.chen LogisChen plogis.chen qlogis.chen rlogis.chen
Logistic-Exponential Extension Distributiondlogis.exp.ext hlogis.exp.ext LogisExpExt plogis.exp.ext qlogis.exp.ext rlogis.exp.ext
Logistic-Exponential Power (LEP) Distributiondlogis.exp.power hlogis.exp.power LogisExpPower plogis.exp.power qlogis.exp.power rlogis.exp.power
Logistic-Gompertz Distributiondlogis.gpz hlogis.gpz LogisGompertz plogis.gpz qlogis.gpz rlogis.gpz
Logistic Inverse Exponential Distributiondlogis.inv.exp hlogis.inv.exp LogisInvExp plogis.inv.exp qlogis.inv.exp rlogis.inv.exp
Logistic Inverted Lomax Distributiondlogis.inv.lomax hlogis.inv.lomax LogisInvLomax plogis.inv.lomax qlogis.inv.lomax rlogis.inv.lomax
Logistic Inverse Weibull Distributiondlogis.inv.weib hlogis.inv.weib LogisInvWeibull plogis.inv.weib qlogis.inv.weib rlogis.inv.weib
Logistic-Lomax Distributiondlogis.lomax hlogis.lomax LogisLomax plogis.lomax qlogis.lomax rlogis.lomax
Logistic Modified Exponential Distributiondlogis.mod.exp hlogis.mod.exp LogisModExp plogis.mod.exp qlogis.mod.exp rlogis.mod.exp
Logistic-NHE Distributiondlogis.NHE hlogis.NHE LogisNHE plogis.NHE qlogis.NHE rlogis.NHE
Logistic-Rayleigh Distributiondlogis.rayleigh hlogis.rayleigh LogisRayleigh plogis.rayleigh qlogis.rayleigh rlogis.rayleigh
Logistic-Weibull Distributiondlogis.weib hlogis.weib LogisWeib plogis.weib qlogis.weib rlogis.weib
Modified Atan Exponential Distributiondmod.atan.exp hmod.atan.exp ModAtanExp pmod.atan.exp qmod.atan.exp rmod.atan.exp
Modified Generalized Exponential (MGE) Distributiondmod.gen.exp hmod.gen.exp ModGE pmod.gen.exp qmod.gen.exp rmod.gen.exp
Modified Inverse Generalized Exponential(MIGE) Distributiondmod.inv.gen.exp hmod.inv.gen.exp ModInvGE pmod.inv.gen.exp qmod.inv.gen.exp rmod.inv.gen.exp
Modified Inverse Lomax (MIL) Distributiondmod.inv.lomax hmod.inv.lomax ModInvLomax pmod.inv.lomax qmod.inv.lomax rmod.inv.lomax
Modified Inverse NHE Distributiondmod.inv.NHE hmod.inv.NHE ModInvNHE pmod.inv.NHE qmod.inv.NHE rmod.inv.NHE
Modified UBD (MUBD) Distributiondmod.ubd hmod.ubd ModUbd pmod.ubd qmod.ubd rmod.ubd
New Lindley Half-Cauchy DistributiondNLindley.HC hNLindley.HC NewLindleyHC pNLindley.HC qNLindley.HC rNLindley.HC
Perks Distributiondperks hperks Perks pperks qperks rperks
Poisson Inverse Weibull Distributiondpois.inv.weib hpois.inv.weib PoisInvWeib ppois.inv.weib qpois.inv.weib rpois.inv.weib
Poisson-Chen Distributiondpois.chen hpois.chen PoissonChen ppois.chen qpois.chen rpois.chen
Poisson Exponential Power Distributiondpois.exp.pow hpois.exp.pow PoissonExpPower ppois.exp.pow qpois.exp.pow rpois.exp.pow
Poisson Generalized Rayleigh (PGR) Distributiondpois.gen.rayleigh hpois.gen.rayleigh PoissonGenRayleigh ppois.gen.rayleigh qpois.gen.rayleigh rpois.gen.rayleigh
Poisson-Gompertz Distributiondpois.gpz hpois.gpz PoissonGPZ ppois.gpz qpois.gpz rpois.gpz
Poisson Inverse Lomax Distributiondpois.inv.lomax hpois.inv.lomax PoissonInvLomax ppois.inv.lomax qpois.inv.lomax rpois.inv.lomax
Poisson Inverse NHE Distributiondpois.inv.NHE hpois.inv.NHE PoissonInvNHE ppois.inv.NHE qpois.inv.NHE rpois.inv.NHE
Poisson Inverse Shifted Gompertz (PISG) Distributiondpois.inv.sgz hpois.inv.sgz PoissonInvSGZ ppois.inv.sgz qpois.inv.sgz rpois.inv.sgz
Poisson-NHE Distributiondpois.NHE hpois.NHE PoissonNHE ppois.NHE qpois.NHE rpois.NHE
Poisson Shifted Gompertz (PSG) Distributiondpois.shifted.gz hpois.shifted.gz PoissonSGZ ppois.shifted.gz qpois.shifted.gz rpois.shifted.gz
Generic Probability-Probability(P–P) Plot Functionpp.plot
Print Method for 'gofic' Objectsprint.gofic
Generic Quantile-Quantile(Q-Q) Plot Functionqq.plot
March Rainfall in Minneapolis/St. Paulrainfall
Failure Time Intervals of Secondary Reactor Pumpsreactorpump
Relief Times of Patients Receiving an Analgesicrelief
Breaking Stress of Carbon Fibresstress
Fatigue Life of 6061-T6 Aluminum Coupons under 31,000 psistress31
Breaking Stress of 66 Carbon Fibers of Length 50 mmstress66
Survival Times of Guinea Pigs Infected with Tubercle Bacillisurvtimes
Waiting Times of 100 Bank Customerswaiting
Service Times of Aircraft Windshieldswindshield