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cvmdisc (version 0.1.0)

Cramer von Mises Tests for Discrete or Grouped Distributions

Description

Implements Cramer-von Mises Statistics for testing fit to (1) fully specified discrete distributions as described in Choulakian, Lockhart and Stephens (1994) (2) discrete distributions with unknown parameters that must be estimated from the sample data, see Spinelli & Stephens (1997) and Lockhart, Spinelli and Stephens (2007) (3) grouped continuous distributions with Unknown Parameters, see Spinelli (2001) . Maximum likelihood estimation (MLE) is used to estimate the parameters. The package computes the Cramer-von Mises Statistics, Anderson-Darling Statistics and the Watson-Stephens Statistics and their p-values.

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Install

install.packages('cvmdisc')

Monthly Downloads

173

Version

0.1.0

License

MIT + file LICENSE

Maintainer

Shaun Zheng Sun

Last Published

November 4th, 2019

Functions in cvmdisc (0.1.0)

cvmPval

cvmPval
cvmTest

cvmTest
groupFit

groupFit
cvmdisc

Fit Grouped Data
distrFit

distrFit