Systematic fit of hundreds of theoretical univariate distributions to empirical data via maximum likelihood estimation. Fits are reported and summarized by a data.frame, a csv file or a 'shiny' app (here with additional features like visual representation of fits). All output formats provide assessment of goodness-of-fit by the following methods: Kolmogorov-Smirnov test, Shapiro-Wilks test, Anderson-Darling test.
| Version: | 0.2.0 |
| Depends: | R (≥ 3.3.0), methods |
| Imports: | stats, utils,DT,shiny,dplyr,maxLik,R.utils, tools |
| Suggests: | actuar,ald,benchden,BiasedUrn,bridgedist,Davies,DiscreteInverseWeibull,DiscreteLaplace,DiscreteWeibull,emdbook,emg,EnvStats,evd,evir,ExtDist,extremefit,FAdist,FatTailsR,fBasics,fExtremes,flexsurv,gambin,gb,GenBinomApps,GeneralizedHyperbolic,gld,GLDEX,glogis,GSM,hermite,HyperbolicDist,KScorrect,loglognorm,marg,mc2d,minimax,msm, nCDunnett,NormalLaplace,normalp,ParetoPosStable,PearsonDS,poistweedie,polyaAeppli,qmap,QRM,ReIns,reliaR,Renext,revdbayes,RMKdiscrete,RMTstat,sadists,skellam,SkewHyperbolic,skewt,SMR,sn,stabledist, STAR,statmod,trapezoid,triangle,truncnorm,VarianceGamma |
| Published: | 2022-02-22 |
| DOI: | 10.32614/CRAN.package.fitteR |
| Author: | Markus Boenn |
| Maintainer: | Markus Boenn <markus.boenn.sf at gmail.com> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Citation: | fitteR citation info |
| In views: | Distributions |
| CRAN checks: | fitteR results |