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:	0.2.0
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

Documentation:

Reference manual:

fitteR.pdf

Downloads:

Package source:	fitteR_0.2.0.tar.gz
Windows binaries:	r-devel: fitteR_0.2.0.zip, r-release: fitteR_0.2.0.zip, r-oldrel: fitteR_0.2.0.zip
macOS binaries:	r-release (arm64): fitteR_0.2.0.tgz, r-oldrel (arm64): fitteR_0.2.0.tgz, r-release (x86_64): fitteR_0.2.0.tgz, r-oldrel (x86_64): fitteR_0.2.0.tgz
Old sources:	fitteR archive

Linking:

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