Package: mistr 0.0.6

Lukas Sablica

mistr: Mixture and Composite Distributions

A flexible computational framework for mixture distributions with the focus on the composite models.

Authors:Lukas Sablica [aut, cre], Kurt Hornik [aut]

mistr_0.0.6.tar.gz
mistr_0.0.6.tar.gz(r-4.5-noble)mistr_0.0.6.tar.gz(r-4.4-noble)
mistr_0.0.6.tgz(r-4.4-emscripten)mistr_0.0.6.tgz(r-4.3-emscripten)
mistr.pdf |mistr.html
mistr/json (API)
NEWS

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

Peer review:

Datasets:
  • stocks - Log-returns of Five Stocks

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

4.28 score 4 packages 80 scripts 230 downloads 85 exports 7 dependencies

Last updated 2 years agofrom:8f2b793214. Checks:ERROR: 1 OK: 1. Indexed: yes.

TargetResultDate
Doc / VignettesFAILDec 16 2024
R-4.5-linuxOKDec 16 2024

Exports:autoplot.comp_fitautoplot.distbetadistbinomdistbreakpointsburrdistcauchydistchisqdistcompdistddburrdfrechetdGPDdgumbeldistributiondparetoexpdistfdistfrechetdistgammadistgeomdistget_optGNG_fitGPDdistgumbeldisthyperdistis.compositeis.continis.discreteis.distis.mixtureis.standardis.transformedjumpslast_historylnormdistmistr_dmistr_pmistr_qmistr_rmistr_thememixdistmonotmultinomdistnbinomdistnew_distnormdistpparametersparetodistpburrpfrechetpGPDpgumbelplimPNP_fitpoisdistpparetoqq_approxfunqburrqfrechetqGPDqgumbelqlimqparetoQQnormQQnormggQQplotQQplotggrrburrrfrechetrGPDrgumbelriskrparetoset_optsudo_supporttdisttrafounifdistuntrafoweibulldistwilcoxdist

Dependencies:bbmlebdsmatrixlatticeMASSMatrixmvtnormnumDeriv

Extensions in the mistr World

Rendered frommistr-extensions.Rmdusingknitr::rmarkdownon Dec 16 2024.

Last update: 2018-12-10
Started: 2018-12-10

mistr: A Computational Framework for Mixture and Composite Distributions

Rendered frommistr-introduction.Rmdusingknitr::rmarkdownon Dec 16 2024.

Last update: 2018-12-10
Started: 2018-12-10

Readme and manuals

Help Manual

Help pageTopics
mistr: A Computational Framework for Univariate Mixture and Composite Distributionsmistr-package mistr
Autoplot of Fitted Distributions Using ggplot2autoplot.comp_fit
Autoplot of Distributions Using ggplot2autoplot.dist
Creates an Object Representing Beta Distributionbetadist
Creates an Object Representing Binomial Distribution.binomdist
Extract Model Breakpointsbreakpoints breakpoints.compdist breakpoints.comp_fit breakpoints.trans_compdist
The Burr DistributionBurr dburr pburr qburr rburr
Creates an Object Representing Burr Distributionburrdist
Creates an Object Representing Cauchy Distribution.cauchydist
Creates an Object Representing Chi-Squared Distributionchisqdist
Creates an Object Representing Composite Distributioncompdist compdist.default compdist.dist
Density Functiond d.compdist d.mixdist d.standist d.trans_compdist d.trans_contdist d.trans_discrdist d.trans_mixdist
Extract Distribution of Fitted Modeldistribution distribution.comp_fit
Autoplot of DistributionsDistribution_autoplot plot.compdist plot.contdiscrmixdist plot.contdist plot.contmixdist plot.discrdist plot.discrmixdist plot.trans_compdist plot.trans_contdiscrmixdist plot.trans_contdist plot.trans_contmixdist plot.trans_discrdist plot.trans_discrmixdist
Displays a Useful Description of a Distribution ObjectDistribution_summary summary.compdist summary.mixdist summary.standist summary.trans_compdist summary.trans_mixdist summary.trans_standist
Transformation of a Distribution Object*.cauchydist *.expdist *.frechetdist *.gammadist *.GPDdist *.gumbeldist *.lnormdist *.normdist *.paretodist *.trans_univdist *.unifdist *.univdist *.weibulldist +.cauchydist +.frechetdist +.GPDdist +.gumbeldist +.normdist +.trans_univdist +.unifdist +.univdist -.betadist -.binomdist -.dist /.dist Distribution_transformation exp.normdist exp.trans_univdist exp.univdist log.lnormdist log.trans_univdist log.univdist sqrt.dist ^.cauchydist ^.expdist ^.fdist ^.lnormdist ^.tdist ^.trans_univdist ^.univdist
Creates an Object Representing Exponential Distributionexpdist
Creates an Object Representing F Distributionfdist
The Frechet Distributiondfrechet Frechet pfrechet qfrechet rfrechet
Creates an Object Representing Frechet Distributionfrechetdist
Creates an Object Representing Gamma Distributiongammadist
Creates an Object Representing Geometric Distributiongeomdist
Get Parametersget_opt
Fitting a GPD-Normal-GPD ModelGNG_fit
The Generalized Pareto DistributiondGPD GPD pGPD qGPD rGPD
Creates an Object Representing Generalized Pareto DistributionGPDdist
The Gumbel Distributiondgumbel Gumbel pgumbel qgumbel rgumbel
Creates an Object Representing Gumbel Distributiongumbeldist
Creates an Object Representing Hypergeometric Distributionhyperdist
Reports whether O is a Composite Distribution Objectis.composite
Reports whether O is a Continuous Distribution Objectis.contin
Reports whether O is a Discrete Distribution Objectis.discrete
Reports whether O is a Distribution Objectis.dist
Reports whether O is a Mixture Distribution Objectis.mixture
Reports whether O is a Standard Distribution Objectis.standard
Reports whether O is a Transformed Distribution Objectis.transformed
Probability mass pointsjumps jumps.compdist jumps.contdist jumps.discrdist jumps.mixdist jumps.trans_compdist jumps.trans_contdist jumps.trans_discrdist jumps.trans_mixdist
Returns the Last Element from History Listlast_history
Creates an Object Representing Log Normal Distribution.lnormdist
Mistr d/p/q/r Wrappersmistr_d mistr_d_p_q_r mistr_p mistr_q mistr_r
Mistr Theme for Ggplotmistr_theme
Creates an Object Representing Mixture Distributionmixdist mixdist.default mixdist.dist
Monotonicity of Transformationmonot monot.trans_univdist
Creates an Object Representing Multinomial Distributionmultinomdist
Creates an Object Representing Negative Binomial Distributionnbinomdist
Creates New Distribution Objectnew_dist
Creates an Object Representing Normal Distributionnormdist
Distribution Functionp p.compdist p.mixdist p.standist p.trans_univdist
Extract Model Parametersparameters parameters.compdist parameters.comp_fit parameters.mixdist parameters.standist parameters.trans_compdist parameters.trans_mixdist parameters.trans_standist
The Pareto Distributiondpareto Pareto ppareto qpareto rpareto
Creates an Object Representing Pareto Distributionparetodist
Left-Hand Limit of Distribution Functionplim plim.compdist plim.contdist plim.discrdist plim.mixdist plim.trans_univdist
Autoplot of Fitted Distributionsplot.comp_fit
Autoplot of Distributions Using ggplot2plotgg plotgg.compdist plotgg.contdiscrmixdist plotgg.contdist plotgg.contmixdist plotgg.discrdist plotgg.discrmixdist plotgg.trans_compdist plotgg.trans_contdiscrmixdist plotgg.trans_contdist plotgg.trans_contmixdist plotgg.trans_discrdist plotgg.trans_discrmixdist
Fitting a Pareto-Normal-Pareto ModelPNP_fit
Creates an Object Representing Poisson Distributionpoisdist
Quantile Function Approximationq_approxfun q_approxfun.dist
Quantile Functionq q.compdist q.standist q.trans_univdist
Terminate an R Sessionq.default
Quantile Function of a Mixture Modelq.mixdist
Right-Hand Limit of Quantile Functionqlim qlim.compdist qlim.contdist qlim.discrdist qlim.trans_univdist
Right-Hand Limit of Mixture Quantile Functionqlim.contdiscrmixdist qlim.contmixdist qlim.discrmixdist
Quantile-Quantile PlotQQnorm QQplot QQplot.default QQplot.dist
Implementation of Quantile-Quantile Plot with ggplot2QQnormgg QQplotgg QQplotgg.default QQplotgg.dist
Random Generationr r.compdist r.hyperdist r.mixdist r.standist r.trans_univdist r.wilcoxdist
Risk Measures of Fitted Objectsrisk risk.GNG risk.PNP
Set Parametersset_opt
Log-returns of Five Stocksstocks
Support Interval of Distribution Objectsudo_support sudo_support.compdist sudo_support.contdist sudo_support.discrdist sudo_support.mixdist sudo_support.trans_univdist
Displays a Useful Description of a Fitted Objectsummary.comp_fit
Creates an Object Representing Student-t Distributiontdist
Modifications of Transformationstrafo
Creates an Object Representing Uniform Distributionunifdist
Untransformation of a Distribution Objectuntrafo untrafo.trans_compdist untrafo.trans_mixdist untrafo.trans_standist
Creates an Object Representing Weibull Distributionweibulldist
Creates an Object Representing Wilcoxon Distributionwilcoxdist