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AEP (version 0.1.4)

Statistical Modelling for Asymmetric Exponential Power Distribution

Description

Developed for Computing the probability density function, cumulative distribution function, random generation, estimating the parameters of asymmetric exponential power distribution, and robust regression analysis with error term that follows asymmetric exponential power distribution. The asymmetric exponential power distribution studied here is a special case of that introduced by Dongming and Zinde-Walsh (2009) .

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Version

Install

install.packages('AEP')

Monthly Downloads

408

Version

0.1.4

License

GPL (>= 2)

Maintainer

Mahdi Teimouri

Last Published

September 7th, 2022

Functions in AEP (0.1.4)

paep

Computing the cumulative distribution function (cdf) of asymmetric exponential power (AEP) distribution.
raep

Simulating realizations from the asymmetric exponential power (AEP) distribution
fitaep

Estimating the parameters of AEP distribution through the expectation-maximization (EM) algorithm
regaep

Robust linear regression analysis when error term follows AEP distribution
plasma

Plasma survival data
qaep

Computing the quantile function of asymmetric exponential power (AEP) distribution.
daep

Computing the probability density function (pdf) of asymmetric exponential power (AEP) distribution.
welcome

Starting message when loading AEP