fitteR: Fit Hundreds of Theoretical Distributions to Empirical Data

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: 0.1.0
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, ihs, 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: 2017-12-11
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

Downloads:

Reference manual: fitteR.pdf
Package source: fitteR_0.1.0.tar.gz
Windows binaries: r-prerel: fitteR_0.1.0.zip, r-release: fitteR_0.1.0.zip, r-oldrel: fitteR_0.1.0.zip
OS X binaries: r-prerel: fitteR_0.1.0.tgz, r-release: fitteR_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=fitteR to link to this page.