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cpd (version 0.3.3)

Complex Pearson Distributions

Description

Probability mass function, distribution function, quantile function and random generation for the Complex Triparametric Pearson (CTP) and Complex Biparametric Pearson (CBP) distributions developed by Rodriguez-Avi et al (2003) , Rodriguez-Avi et al (2004) and Olmo-Jimenez et al (2018) . The package also contains maximum-likelihood fitting functions for these models.

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Version

Install

install.packages('cpd')

Monthly Downloads

376

Version

0.3.3

License

GPL (>= 2)

Maintainer

Silverio Vilchez-Lopez

Last Published

October 4th, 2024

Functions in cpd (0.3.3)

ctp

The Complex Triparametric Pearson (CTP) Distribution
fitebw

Maximum-likelihood fitting of the EBW distribution
fitcbp

Maximum-likelihood fitting of the CBP distribution
plot.fitEBW

Plot of observed and theoretical frequencies for a EBW fit
varcomp

Variance decomposition for a EBW fit
plot.fitCBP

Plot of observed and theoretical frequencies for a CBP fit
chisq.test2

Pearson's Chi-squared Test for Count Data
plot.fitCTP

Plot of observed and theoretical frequencies for a CTP fit
cpd

The Complex Triparametric Pearson (CTP) Distribution
cbp

The Complex Biparametric Pearson (CBP) Distribution
fitctp

Maximum-likelihood fitting of the CTP distribution
ebw

The Extended Biparametric Waring (EBW) Distribution