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normalp (version 0.7.2.1)

Routines for Exponential Power Distribution

Description

A collection of utilities referred to Exponential Power distribution, also known as General Error Distribution (see Mineo, A.M. and Ruggieri, M. (2005), A software Tool for the Exponential Power Distribution: The normalp package. In Journal of Statistical Software, Vol. 12, Issue 4).

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Version

Install

install.packages('normalp')

Monthly Downloads

529

Version

0.7.2.1

License

GPL

Homepage

https://www.r-project.org

Maintainer

Angelo M Mineo

Last Published

December 11th, 2023

Functions in normalp (0.7.2.1)

Quantile-Quantile plot for an exponential power distribution

Plots of the results of a simulation plan on the parameters of an exponential power distribution

Pseudo-random numbers from an exponential power distribution

Simulation planning for a linear regression model with errors distributed as an exponential power distribution

Simulation planning for the parameters of an exponential power distribution

summary.simul.lmp

Summarize simulation results on linear regression model

Quantiles of an exponential power distribution

Probability function of an exponential power distribution

Summarize linear model fits with exponential power distribution errors

Plots of the results of a simulation plan on a linear regression model

Plot of exponential power distributions

Diagnostic plots for a lmp object

normalp-internal

Internal normalp Functions

Fitted linear model with exponential power distribution errors

Indices of kurtosis

Estimation of location and scale parameters

normalp-package

Package for exponential power distributions (EPD)

Density function of an exponential power distribution

Estimation of p