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PearsonDS (version 1.3.1)
Pearson Distribution System
Description
Implementation of the Pearson distribution system, including full support for the (d,p,q,r)-family of functions for probability distributions and fitting via method of moments and maximum likelihood method.
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Version
1.3.1
1.3.0
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Install
install.packages('PearsonDS')
Monthly Downloads
2,789
Version
1.3.1
License
GPL (>= 2)
Maintainer
Martin Becker
Last Published
February 8th, 2024
Functions in PearsonDS (1.3.1)
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pearsonFitML
Maximum Likelihood Estimation of Pearson Distributions
empMoments
Empirical Moments
pearsonMSC
Log-Likelihoods and Model Selection Criteria for different Pearson distribution types
matchMoments
Fitting (Incomplete) Set of Moments to Given Distribution Type
PearsonDS-package
Pearson Distribution System
PearsonIII
The Pearson Type III (aka Gamma) Distribution
pearsonMoments
Moments of Pearson Distribution
PearsonI
The Pearson Type I (aka Beta) Distribution
PearsonVII
The Pearson Type VII (aka Student's t) Distribution
Pearson0
The Pearson Type 0 (aka Normal) Distribution
pearsonFitM
Method of Moments Estimator for Pearson Distributions
PearsonV
The Pearson Type V (aka Inverse Gamma) Distribution
PearsonIV
The Pearson Type IV Distribution
pearsonDiagram
Regions of Pearson Distribution Types
PearsonII
The Pearson Type II (aka Symmetric Beta) Distribution
PearsonVI
The Pearson Type VI (aka Beta Prime) Distribution
Pearson
The Pearson Distribution System