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MPS (version 2.3.1)

Estimating Through the Maximum Product Spacing Approach

Description

Developed for computing the probability density function, computing the cumulative distribution function, computing the quantile function, random generation, drawing q-q plot, and estimating the parameters of 24 G-family of statistical distributions via the maximum product spacing approach introduced in . The set of families contains: beta G distribution, beta exponential G distribution, beta extended G distribution, exponentiated G distribution, exponentiated exponential Poisson G distribution, exponentiated generalized G distribution, exponentiated Kumaraswamy G distribution, gamma type I G distribution, gamma type II G distribution, gamma uniform G distribution, gamma-X generated of log-logistic family of G distribution, gamma-X family of modified beta exponential G distribution, geometric exponential Poisson G distribution, generalized beta G distribution, generalized transmuted G distribution, Kumaraswamy G distribution, log gamma type I G distribution, log gamma type II G distribution, Marshall Olkin G distribution, Marshall Olkin Kumaraswamy G distribution, modified beta G distribution, odd log-logistic G distribution, truncated-exponential skew-symmetric G distribution, and Weibull G distribution.

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Version

Install

install.packages('MPS')

Monthly Downloads

153

Version

2.3.1

License

GPL (>= 2)

Maintainer

Last Published

October 4th, 2019

Functions in MPS (2.3.1)

gammag

gamma uniform G distribution
expgg

exponentiated generalized G distribution
expexppg

exponentiated exponential Poisson G distribution
expkumg

exponentiated Kumaraswamy G distribution
gammag1

gamma uniform type I G distribution
betag

beta G distribution
gammag2

gamma uniform type II G distribution
MPS-package

Developed for computing pdf, cdf, quantile, random generation, drawing q-q plot, and estimating the parameters of 24 G-family of statistical distributions.
expg

exponentiated G distribution
betaexpg

beta exponential G distribution
mog

Marshall-Olkin G distribution
mbetag

modified beta G distribution
gtransg

exponentiated exponential Poisson G distribution
gmbetaexpg

gamma-X family of modified beta exponential G distribution
kumg

Kumaraswamy G distribution
gxlogisticg

gamma-X generated of log-logistic-X familiy of G distribution
loggammag2

log gamma G type II distribution
loggammag1

log gamma G type I distribution
texpsg

truncated-exponential skew-symmetric G distribution
weibullextg

T-X{log-logistic} G distribution
gexppg

geometric exponential Poisson G distribution
gbetag

generalized beta G distribution
weibullg

Weibull G distribution
mokumg

Marshall-Olkin Kumaraswamy G distribution
ologlogg

odd log-logistic G distribution