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distributionsrd

The goal of distributionsrd is to distribute a library of density, distribution function, quantile function, raw moments, random generation for a collection of distributions. Additionally, the package contains tools to fit and evaluate distributions.

Installation

You can install the released version of distributionsrd from GitHub with:

devtools::install_github(repo="ruben0dewitte/distributionsrd")

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Version

Install

install.packages('distributionsrd')

Monthly Downloads

272

Version

0.0.6

License

GPL-3

Maintainer

Ruben Dewitte

Last Published

May 25th, 2020

Functions in distributionsrd (0.0.6)

coeffcomposite

Parametrise two-/three- composite distribution
combdist

Combined distributions
clauset.xmin

Pareto scale determination <U+00E0> la Clauset
combdist.mle

Combined distributions MLE
frechet.mle

Fr<U+00E9>chet MLE
frechet_plt

Fr<U+00E9>chet coefficients after power-law transformation
frechet

The Fr<U+00E9>chet distribution
fit_US_cities

Fitted distributions to the US Census 2000 city size distribution.
combdist_plt

Combined coefficients of power-law transformed combined distribution
empirical

The empirical distribution
gamma

The Gamma distribution
exp

The Exponential distribution
pareto.mle

Pareto MLE
invpareto_plt

Inverse Pareto coefficients after power-law transformation
invpareto.mle

Inverse Pareto MLE
pareto_plt

Pareto coefficients after power-law transformation
lnorm

The Lognormal distribution
weibull

The Weibull distribution
composite_plt

Composite coefficients after power-law transformation
weibull_plt

Weibull coefficients of power-law transformed Weibull
doubleparetolognormal.mle

Double-Pareto Lognormal MLE
doubleparetolognormal

The Double-Pareto Lognormal distribution
invpareto

The Inverse Pareto distribution
leftparetolognormal_plt

Left-Pareto Lognormal coefficients of power-law transformed Left-Pareto Lognormal
llr_vuong

Vuong's closeness test
truncdist

Truncated distribution
rightparetolognormal_plt

Right-Pareto Lognormal coefficients of power-law transformed Right-Pareto Lognormal
rightparetolognormal

The Right-Pareto Lognormal distribution
rightparetolognormal.mle

Right-Pareto Lognormal MLE
lnorm_plt

Log Normal coefficients of power-law transformed log normal
leftparetolognormal

The Left-Pareto Lognormal distribution
doubleparetolognormal_plt

Double-Pareto Lognormal coefficients of power-law transformed Double-Pareto Lognormal
leftparetolognormal.mle

Left-Pareto Lognormal MLE
nmad_test

Normalized Absolute Deviation
pareto

The Pareto distribution
clauset.xmax

Pareto scale determination <U+00E0> la Clauset
burr

The Burr distribution
burr_plt

Burr coefficients after power-law transformation
composite

The two- or three-composite distribution
composite.mle

Composite MLE