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normalp (version 0.7.2)

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

405

Version

0.7.2

License

GPL

Maintainer

Angelo M Mineo

Last Published

February 14th, 2020

Functions in normalp (0.7.2)

simul.mp

Simulation planning for the parameters of an exponential power distribution
simul.lmp

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

Pseudo-random numbers from an exponential power distribution
pnormp

Probability function of an exponential power distribution
plot.simul.mp

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

Internal normalp Functions
summary.simul.lmp

Summarize simulation results on linear regression model
summary.lmp

Summarize linear model fits with exponential power distribution errors
qnormp

Quantiles of an exponential power distribution
qqnormp

Quantile-Quantile plot for an exponential power distribution
kurtosis

Indices of kurtosis
paramp

Estimation of location and scale parameters
plot.simul.lmp

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

Fitted linear model with exponential power distribution errors
plot.lmp

Diagnostic plots for a lmp object
graphnp

Plot of exponential power distributions
dnormp

Density function of an exponential power distribution
estimatep

Estimation of p
normalp-package

Package for exponential power distributions (EPD)