Package: zipfR 0.6-71

Stefan Evert

zipfR: Statistical Models for Word Frequency Distributions

Statistical models and utilities for the analysis of word frequency distributions. The utilities include functions for loading, manipulating and visualizing word frequency data and vocabulary growth curves. The package also implements several statistical models for the distribution of word frequencies in a population. (The name of this package derives from the most famous word frequency distribution, Zipf's law.)

Authors:Stefan Evert <[email protected]>, Marco Baroni <[email protected]>

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NEWS

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

Peer review:

Bug tracker:https://r-forge.r-project.org/projects/zipfr

Datasets:

On CRAN:

6.00 score 12 packages 185 scripts 1.5k downloads 66 exports 0 dependencies

Last updated 4 years agofrom:39fc8867f7. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 18 2024
R-4.5-winOKDec 18 2024
R-4.5-linuxOKDec 18 2024
R-4.4-winNOTEDec 18 2024
R-4.4-macNOTEDec 18 2024
R-4.3-winNOTEDec 18 2024
R-4.3-macNOTEDec 18 2024

Exports:bootstrap.confintCbetaCgammadlnreEVEVmIbetaIbeta.invIgammaIgamma.invldlnrelnrelnre.bootstraplnre.goodness.of.fitlnre.productivity.measureslnre.spclnre.vgcltdlnreNplnreplot.lnreplot.spcplot.tflplot.vgcpostdlnrepostldlnrepostplnrepostqlnreproductivity.measuresqlnreRbetaRbeta.invread.multiple.objectsread.spcread.tflread.vgcRgammaRgamma.invrlnresample.spcsample.tflspcspc.interpspc.vectorspc2tfltdlnretfltfl2spctplnretqlnreVvec2spcvec2tflvec2vgcvgcvgc.interpVmVVVVmwrite.spcwrite.tflwrite.vgczipfR.begin.plotzipfR.end.plotzipfR.parzipfR.pick.device

Dependencies:

zipfR Tutorial

Rendered fromzipfr-tutorial.Rnwusingutils::Sweaveon Dec 18 2024.

Last update: 2020-10-12
Started: 2014-10-03

Readme and manuals

Help Manual

Help pageTopics
zipfR: lexical statistics in RzipfR-package zipfR
Frequency Spectra from Baayen (2001) (zipfR)Baayen2001
Incomplete Beta and Gamma Functions (zipfR)Cbeta Cgamma Ibeta Ibeta.inv Igamma Igamma.inv Rbeta Rbeta.inv Rgamma Rgamma.inv
Estimate Confidence Intervals from Parametric Bootstrap Simulations (zipfR)bootstrap.confint
Brown Corpus Frequency Data (zipfR)Brown Brown.emp.vgc Brown.spc Brown.tfl
Brown Corpus Subset Frequency Data (zipfR)Brown100k Brown100k.spc BrownAdj BrownAdj.emp.vgc BrownAdj.spc BrownImag BrownImag.emp.vgc BrownImag.spc BrownInform BrownInform.emp.vgc BrownInform.spc BrownNoun BrownNoun.emp.vgc BrownNoun.spc BrownSubsets BrownVer BrownVer.emp.vgc BrownVer.spc
Confidence Intervals for LNRE Model Parameters (zipfR)confint.lnre
Dickens' Frequency Data (zipfR)Dickens Dickens.emp.vgc Dickens.spc DickensGreatExpectations DickensGreatExpectations.emp.vgc DickensGreatExpectations.spc DickensOliverTwist DickensOliverTwist.emp.vgc DickensOliverTwist.spc DickensOurMutualFriend DickensOurMutualFriend.emp.vgc DickensOurMutualFriend.spc
Estimate LNRE Model Parameters (zipfR)estimate.model
Expected Frequency Spectrum (zipfR)EV EVm
Binomial Interpolation (zipfR)EV.spc EVm.spc
Samples of German Word Formation Affixes (zipfR)EvertLuedeling2001
Italian Ri- and Ultra- Prefix Frequency Data (zipfR)ItaPref ItaRi ItaRi.emp.vgc ItaRi.spc ItaUltra ItaUltra.emp.vgc ItaUltra.spc
LNRE Models (zipfR)lnre lnre.object
Type and Probability Distributions of LNRE Models (zipfR)dlnre ldlnre LNRE ltdlnre plnre qlnre rlnre tdlnre tplnre tqlnre
Posterior Distribution of LNRE Model (zipfR)LNRE_posterior postdlnre postldlnre postplnre postqlnre
Parametric bootstrapping for LNRE models (zipfR)lnre.bootstrap
Technical Details of LNRE Model Objects (zipfR)lnre.details lnre.technical.details
The finite Zipf-Mandelbrot (fZM) LNRE Model (zipfR)lnre.fzm
The Generalized Inverse Gauss-Poisson (GIGP) LNRE Model (zipfR)lnre.gigp
Goodness-of-fit Evaluation of LNRE Models (zipfR)lnre.goodness.of.fit
Measures of Productivity and Lexical Richness (zipfR)lnre.productivity.measures
Compute Expected Frequency Spectrum of LNRE Model (zipfR)lnre.spc
Expected Vocabulary Growth Curves of LNRE Model (zipfR)lnre.vgc
The Zipf-Mandelbrot (ZM) LNRE Model (zipfR)lnre.zm
Merging Type Frequency Lists (zipfR)merge.tfl
Access Methods for Observed Frequency Data (zipfR)N V Vm
Access Methods for Frequency Spectra (zipfR)N.spc V.spc Vm.spc VV.spc VVm.spc
Access Methods for Type Frequency Lists (zipfR)N.tfl V.tfl Vm.tfl
Access Methods for Vocabulary Growth Curves (zipfR)N.vgc V.vgc Vm.vgc VV.vgc VVm.vgc
Plot LNRE Population Distribution (zipfR)plot.lnre
Plot Word Frequency Spectra (zipfR)plot.spc
Plot Type-Frequency List / Zipf Ranking (zipfR)plot.tfl
Plot Vocabulary Growth Curves (zipfR)plot.vgc
Printing LNRE Models (zipfR)print.lnre summary.lnre
Printing Frequency Spectra (zipfR)print.spc summary.spc
Printing Type Frequency Lists (zipfR)print.tfl summary.tfl
Printing Vocabulary Growth Curves (zipfR)print.vgc summary.vgc
Measures of Productivity and Lexical Richness (zipfR)productivity.measures productivity.measures.default productivity.measures.spc productivity.measures.tfl productivity.measures.vgc
Reading Multiple Objects from Files (zipfR)read.multiple.objects
Loading and Saving Frequency Spectra (zipfR)read.spc write.spc
Loading and Saving Type Frequency Lists (zipfR)read.tfl write.tfl
Loading and Saving Vocabulary Growth Curves (zipfR)read.vgc write.vgc
Incremental Samples from a Frequency Spectrum (zipfR)sample.spc
Incremental Samples from a Type Frequency List (zipfR)sample.tfl
Frequency Spectra (zipfR)spc spc.object
Expected Frequency Spectrum by Binomial Interpolation (zipfR)spc.interp
Create Vector of Spectrum Elements (zipfR)spc.vector
Convert Between Frequency Spectra and Type Frequency Lists (zipfR)spc2tfl tfl2spc
Type Frequency Lists (zipfR)tfl tfl.object
Tiger NP and PP expansions (zipfR)Tiger TigerNP TigerNP.emp.vgc TigerNP.spc TigerNP.tfl TigerPP TigerPP.emp.vgc TigerPP.spc TigerPP.tfl
Type-Token Statistics for Samples and Empirical Data (zipfR)vec2spc vec2tfl vec2vgc
Vocabulary Growth Curves (zipfR)vgc vgc.object
Expected Vocabulary Growth by Binomial Interpolation (zipfR)vgc.interp
Variances of the Expected Frequency Spectrum (zipfR)VV VVm
Set or Query Graphics Parameters (zipfR)zipfR.par
Plotting Utilities (zipfR)zipfR.begin.plot zipfR.end.plot zipfR.pick.device zipfR.plotutils