Package: PearsonDS 1.3.1

PearsonDS: Pearson Distribution System

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.

Authors:Martin Becker [aut, cre], Stefan Klößner [aut], Joel Heinrich [ctb]

PearsonDS_1.3.1.tar.gz
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PearsonDS_1.3.1.tgz(r-4.5-x86_64)PearsonDS_1.3.1.tgz(r-4.5-arm64)PearsonDS_1.3.1.tgz(r-4.4-x86_64)PearsonDS_1.3.1.tgz(r-4.4-arm64)PearsonDS_1.3.1.tgz(r-4.3-x86_64)PearsonDS_1.3.1.tgz(r-4.3-arm64)
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PearsonDS.pdf |PearsonDS.html✨
PearsonDS/json (API)
NEWS

# Install 'PearsonDS' in R:
install.packages('PearsonDS', repos = c('https://mabe0033.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.86 score 2 stars 6 packages 143 scripts 1.4k downloads 43 exports 0 dependencies

Last updated 12 months agofrom:1f0b7ed553. Checks:11 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 29 2025
R-4.5-win-x86_64OKJan 29 2025
R-4.5-mac-x86_64OKJan 29 2025
R-4.5-mac-aarch64OKJan 29 2025
R-4.5-linux-x86_64OKJan 29 2025
R-4.4-win-x86_64OKJan 29 2025
R-4.4-mac-x86_64OKJan 29 2025
R-4.4-mac-aarch64OKJan 29 2025
R-4.3-win-x86_64OKJan 29 2025
R-4.3-mac-x86_64OKJan 29 2025
R-4.3-mac-aarch64OKJan 29 2025

Exports:dpearsondpearson0dpearsonIdpearsonIIdpearsonIIIdpearsonIVdpearsonVdpearsonVIdpearsonVIIempMomentsmatchMomentspearsonDiagrampearsonFitMpearsonFitMLpearsonMomentspearsonMSCppearsonppearson0ppearsonIppearsonIIppearsonIIIppearsonIVppearsonVppearsonVIppearsonVIIqpearsonqpearson0qpearsonIqpearsonIIqpearsonIIIqpearsonIVqpearsonVqpearsonVIqpearsonVIIrpearsonrpearson0rpearsonIrpearsonIIrpearsonIIIrpearsonIVrpearsonVrpearsonVIrpearsonVII

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Pearson Distribution SystemPearsonDS-package PearsonDS
Empirical MomentsempMoments
Fitting (Incomplete) Set of Moments to Given Distribution TypematchMoments
The Pearson Distribution Systemdpearson ppearson qpearson rpearson
The Pearson Type 0 (aka Normal) Distributiondpearson0 Pearson0 ppearson0 qpearson0 rpearson0
Regions of Pearson Distribution TypespearsonDiagram
Method of Moments Estimator for Pearson DistributionspearsonFitM
Maximum Likelihood Estimation of Pearson DistributionspearsonFitML
The Pearson Type I (aka Beta) DistributiondpearsonI PearsonI ppearsonI qpearsonI rpearsonI
The Pearson Type II (aka Symmetric Beta) DistributiondpearsonII PearsonII ppearsonII qpearsonII rpearsonII
The Pearson Type III (aka Gamma) DistributiondpearsonIII PearsonIII ppearsonIII qpearsonIII rpearsonIII
The Pearson Type IV DistributiondpearsonIV PearsonIV ppearsonIV qpearsonIV rpearsonIV
Moments of Pearson DistributionpearsonMoments
Log-Likelihoods and Model Selection Criteria for different Pearson distribution typespearsonMSC
The Pearson Type V (aka Inverse Gamma) DistributiondpearsonV PearsonV ppearsonV qpearsonV rpearsonV
The Pearson Type VI (aka Beta Prime) DistributiondpearsonVI PearsonVI ppearsonVI qpearsonVI rpearsonVI
The Pearson Type VII (aka Student's t) DistributiondpearsonVII PearsonVII ppearsonVII qpearsonVII rpearsonVII