Package: fitteR
Type: Package
Title: Fit Hundreds of Theoretical Distributions to Empirical Data
Version: 0.2.0
Date: 2022-02-22
Author: Markus Boenn
Maintainer: Markus Boenn <markus.boenn.sf@gmail.com>
Description: 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.
License: GPL (>= 2)
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
NeedsCompilation: no
Packaged: 2022-02-22 11:28:42 UTC; boenn
Repository: CRAN
Date/Publication: 2022-02-22 12:00:02 UTC

Authors@R: person("Thomas", "Roh", email = "thmsroh@gmail.com", role = c("aut", "cre"))
Description: Wrapper for computing parameters and then assigning to distribution
Packaged: 2017-02-18 22:55:07 UTC; Thomas Roh

Imports: stats, fitdistrplus, actuar, e1071

Description: Wrapper for computing parameters for univariate distributions using MLE. It creates an object that stores d, p, q, r functions as well as parameters and statistics for diagnostics. Currently supports automated fitting from base and actuar packages. A manually fitting distribution fitting function is included to support directly specifying parameters for any distribution from ancillary packages.
Imports: stats, fitdistrplus, actuar, e1071, ggplot2