Package: zipfextR 1.0.2
Ariel Duarte-López
zipfextR: Zipf Extended Distributions
Implementation of four extensions of the Zipf distribution: the Marshall-Olkin Extended Zipf (MOEZipf) Pérez-Casany, M., & Casellas, A. (2013) <arxiv:1304.4540>, the Zipf-Poisson Extreme (Zipf-PE), the Zipf-Poisson Stopped Sum (Zipf-PSS) and the Zipf-Polylog distributions. In log-log scale, the two first extensions allow for top-concavity and top-convexity while the third one only allows for top-concavity. All the extensions maintain the linearity associated with the Zipf model in the tail.
Authors:
zipfextR_1.0.2.tar.gz
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zipfextR.pdf |zipfextR.html✨
zipfextR/json (API)
| # Install 'zipfextR' in R: |
| install.packages('zipfextR', repos = c('https://ardlop.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ardlop/zipfextr/issues
Last updated 4 years agofrom:cf0ec21cd7. Checks:OK: 1 WARNING: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 13 2024 |
| R-4.5-win | WARNING | Sep 13 2024 |
| R-4.5-linux | WARNING | Sep 13 2024 |
| R-4.4-win | WARNING | Sep 13 2024 |
| R-4.4-mac | WARNING | Sep 13 2024 |
| R-4.3-win | WARNING | Sep 13 2024 |
| R-4.3-mac | WARNING | Sep 13 2024 |
Exports:d_zi_zipfpssdmoezipfdzipfpedzipfpolylogdzipfpssgetInitialValuesmoezipfFitmoezipfMeanmoezipfMomentsmoezipfVariancepmoezipfpzipfpepzipfpolylogpzipfpssqmoezipfqzipfpeqzipfpolylogqzipfpssrmoezipfrzipfperzipfpolylogrzipfpsszi_zipfpssFitzipfpeFitzipfpeMeanzipfpeMomentszipfpeVariancezipfPolylogFitzipfpolylogMeanzipfpolylogMomentszipfpoylogVariancezipfpssFitzipfpssMeanzipfpssMomentszipfpssVariance
Dependencies:ADGofTestaskpassbase64encbslibcachemclicolorspacecopulacpp11crosstalkcurldata.tabledigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegslgtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellmvtnormnlmenumDerivopensslpcaPPpillarpkgconfigplotlypromisespsplinepurrrR6rappdirsRColorBrewerRcpprlangrmarkdownsassscalesstablediststringistringrsystibbletidyrtidyselecttinytextoleranceutf8vctrsVGAMviridisLitewithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculates initial values for the parameters of the models. | getInitialValues |
| The Marshal-Olkin Extended Zipf Distribution (MOEZipf). | dmoezipf moezipf pmoezipf qmoezipf rmoezipf |
| MOEZipf parameters estimation. | AIC.moezipfR BIC.moezipfR coef.moezipfR fitted.moezipfR logLik.moezipfR moezipfFit plot.moezipfR print.moezipfR residuals.moezipfR summary.moezipfR |
| Expected value. | moezipfMean |
| Distribution Moments. | moezipfMoments |
| Variance of the MOEZipf distribution. | moezipfVariance |
| The Zero Inflated Zipf-Poisson Stop Sum Distribution (ZI Zipf-PSS). | d_zi_zipfpss zi_zipfpss |
| Zero Inflated Zipf-PSS parameters estimation. | AIC.zi_zipfpssR BIC.zi_zipfpssR coef.zi_zipfpssR fitted.zi_zipfpssR logLik.zi_zipfpssR plot.zi_zipfpssR print.zi_zipfpssR residuals.zi_zipfpssR summary.zi_zipfpssR zi_zipfpssFit |
| The Zipf-Poisson Extreme Distribution (Zipf-PE). | dzipfpe pzipfpe qzipfpe rzipfpe zipfpe |
| Zipf-PE parameters estimation. | AIC.zipfpeR BIC.zipfpeR coef.zipfpeR fitted.zipfpeR logLik.zipfpeR plot.zipfpeR print.zipfpeR residuals.zipfpeR summary.zipfpeR zipfpeFit |
| Expected value of the Zipf-PE distribution. | zipfpeMean |
| Distribution Moments. | zipfpeMoments |
| Variance of the Zipf-PE distribution. | zipfpeVariance |
| The Zipf-Polylog Distribution (Zipf-Polylog). | dzipfpolylog pzipfpolylog qzipfpolylog rzipfpolylog zipfPolylog |
| ZipfPolylog parameters estimation. | AIC.zipfPolyR BIC.zipfPolyR coef.zipfPolyR fitted.zipfPolyR logLik.zipfPolyR plot.zipfPolyR print.zipfPolyR residuals.zipfPolyR summary.zipfPolyR zipfPolylogFit |
| Expected value of the ZipfPolylog distribution. | zipfpolylogMean |
| Moments of the Zipf-Polylog Distribution. | zipfpolylogMoments |
| Variance of the ZipfPolylog distribution. | zipfpoylogVariance |
| The Zipf-Poisson Stop Sum Distribution (Zipf-PSS). | dzipfpss pzipfpss qzipfpss rzipfpss zipfpss |
| Zipf-PSS parameters estimation. | AIC.zipfpssR BIC.zipfpssR coef.zipfpssR fitted.zipfpssR logLik.zipfpssR plot.zipfpssR print.zipfpssR residuals.zipfpssR summary.zipfpssR zipfpssFit |
| Expected value of the Zipf-PSS distribution. | zipfpssMean |
| Distribution Moments. | zipfpssMoments |
| Variance of the Zipf-PSS distribution. | zipfpssVariance |