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gofgamma (version 1.0)

Goodness-of-Fit Tests for the Gamma Distribution

Description

We implement various classical tests for the composite hypothesis of testing the fit to the family of gamma distributions as the Kolmogorov-Smirnov test, the Cramer-von Mises test, the Anderson Darling test and the Watson test. For each test a parametric bootstrap procedure is implemented, as considered in Henze, Meintanis & Ebner (2012) . The recent procedures presented in Henze, Meintanis & Ebner (2012) and Betsch & Ebner (2019) are implemented. Estimation of parameters of the gamma law are implemented using the method of Bhattacharya (2001) .

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Version

Install

install.packages('gofgamma')

Monthly Downloads

149

Version

1.0

License

CC BY 4.0

Maintainer

Bruno Ebner

Last Published

April 29th, 2020

Functions in gofgamma (1.0)

HME2

statistic of the second Henze-Meintanis-Ebner goodness-of-fit test for the gamma family
BE

statistic of the Betsch-Ebner test
crit.values

bootstrap critical value of statistic
WA

statistic of the Watson goodness-of-fit test for the gamma family
AD

statistic of the Anderson-Darling goodness-of-fit test for the gamma family
HME1

statistic of the first Henze-Meintanis-Ebner goodness-of-fit test for the gamma family
CM

statistic of the Cramer-von Mises goodness-of-fit test for the gamma family
gamma_est

Maximum-likelihood estimation of parameters for the gamma distribution
print.gofgamma

Print method for tests of Gamma distribution
test.WA

The Watson goodness-of-fit test for the gamma family
KS

statistic of the Kolmogorov-Smirnov goodness-of-fit test for the gamma family
test.HME2

The second Henze-Meintanis-Ebner goodness-of-fit test for the gamma family
test.KS

The Kolmogorov-Smirnov goodness-of-fit test for the gamma family
test.HME1

The first Henze-Meintanis-Ebner goodness-of-fit test for the gamma family
test.CM

The Cramer-von Mises goodness-of-fit test for the gamma family
test.AD

The Anderson-Darling goodness-of-fit test for the gamma family
test.BE

The Betsch-Ebner goodness-of-fit test for the gamma family