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NeuDist (version 1.0.1)

Univariate Continuous Distributions with Model Diagnostics

Description

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.

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Version

Install

install.packages('NeuDist')

Version

1.0.1

License

GPL-3

Maintainer

Vijay Kumar

Last Published

January 16th, 2026

Functions in NeuDist (1.0.1)

InvUBD

Inverse Upside Down Bathtub-shaped Hazard Function Distribution
InvSGZ

Inverted Shifted Gompertz (ISG) Distribution
InvEEP

Inverse Exponentiated Exponential Poisson (IEEP) Distribution
InvPham

Inverse Pham Distribution
InvExpPower

Inverse Exponential Power Distribution
InvPowerCauchy

Inverse Power Cauchy Distribution
HCNHE

Half-Cauchy NHE Distribution
HLNHE

Half-Logistic NHE(Nadarajah-Haghighi Exponential) Distribution
InvGenGPZ

Inverse Generalized Gompertz Distribution
HLIW

Half-Logistic Inverted Weibull (HLIW) Distribution
LindleyHC

Lindley Half-Cauchy(LHC) Distribution
LindleyInvWeibull

Lindley-Inverse Weibull Distribution
LindleyExpPower

Lindley-Exponential Power Distribution
LindleyGompertz

Lindley-Gompertz Distribution
LogisChen

Logistic-Chen Distribution
LogisExpExt

Logistic-Exponential Extension Distribution
LindleyGIE

Lindley Generalized Inverted Exponential(LGIE) Distribution
LindleyChen

Lindley-Chen Distribution
LindleyInvExp

Lindley Inverse Exponential Distribution
LindleyRayleigh

Lindley-Rayleigh Distribution
LogisInvExp

Logistic Inverse Exponential Distribution
LogisInvWeibull

Logistic Inverse Weibull Distribution
LogisModExp

Logistic Modified Exponential Distribution
LogisRayleigh

Logistic-Rayleigh Distribution
LogisExpPower

Logistic-Exponential Power (LEP) Distribution
LogisLomax

Logistic-Lomax Distribution
LogisInvLomax

Logistic Inverted Lomax Distribution
LogisNHE

Logistic-NHE Distribution
LogisGompertz

Logistic-Gompertz Distribution
LogisWeib

Logistic-Weibull Distribution
NewLindleyHC

New Lindley Half-Cauchy Distribution
NeuDist-package

Univariate Continuous Distributions with Model Diagnostics
ModInvNHE

Modified Inverse NHE Distribution
ModUbd

Modified UBD (MUBD) Distribution
ModGE

Modified Generalized Exponential (MGE) Distribution
ModAtanExp

Modified Atan Exponential Distribution
PoisInvWeib

Poisson Inverse Weibull Distribution
PoissonNHE

Poisson-NHE Distribution
Perks

Perks Distribution
PoissonExpPower

Poisson Exponential Power Distribution
PoissonInvLomax

Poisson Inverse Lomax Distribution
PoissonInvSGZ

Poisson Inverse Shifted Gompertz (PISG) Distribution
PoissonChen

Poisson-Chen Distribution
PoissonSGZ

Poisson Shifted Gompertz (PSG) Distribution
ModInvGE

Modified Inverse Generalized Exponential(MIGE) Distribution
ModInvLomax

Modified Inverse Lomax (MIL) Distribution
bladder

Bladder Cancer Recurrence Times
PoissonInvNHE

Poisson Inverse NHE Distribution
fibers65

Strength of 65 Carbon Fibers at 50 mm Gauge Length
PoissonGenRayleigh

Poisson Generalized Rayleigh (PGR) Distribution
PoissonGPZ

Poisson-Gompertz Distribution
pp.plot

Generic Probability-Probability(P–P) Plot Function
print.gofic

Print Method for gofic Objects
fibers69

Tensile Strength of 69 Carbon Fibers at 20 mm Gauge Length
gofic

Generic Goodness-of-Fit(GoF) and Model Diagnostics Function
headneck44

Head and Neck Cancer Survival Times
fibers63

Strength of 63 Carbon Fibers at 10 mm Gauge Length
conductors

Electromigration Failure Times of Microcircuit Conductors
reactorpump

Failure Time Intervals of Secondary Reactor Pumps
qq.plot

Generic Quantile-Quantile(Q-Q) Plot Function
waiting

Waiting Times of 100 Bank Customers
rainfall

March Rainfall in Minneapolis/St. Paul
relief

Relief Times of Patients Receiving an Analgesic
stress31

Fatigue Life of 6061-T6 Aluminum Coupons under 31,000 psi
stress

Breaking Stress of Carbon Fibres
windshield

Service Times of Aircraft Windshields
stress66

Breaking Stress of 66 Carbon Fibers of Length 50 mm
survtimes

Survival Times of Guinea Pigs Infected with Tubercle Bacilli
HCInvNHE

Half-Cauchy Inverse NHE Distribution
GompertzExt

Gompertz Extension Distribution
HCChen

Half-Cauchy Chen Distribution
ChenExp

Chen-Exponential Distribution
HCGompertz

Half-Cauchy Gompertz Distribution
HCInvGPZ

Half-Cauchy Inverse Gompertz Distribution
ExpoExpPower

Exponentiated Exponential Power (EEP) Distribution
ExpoInvChen

Exponentiated Inverse Chen Distribution
HCGenExp

Half-Cauchy Generalized Exponential(HCGE) Distribution
HCGenRayleigh

Half-Cauchy Generalized Rayleigh Distribution