rriskDistributions: Fitting Distributions to Given Data or Known Quantiles

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Collection of functions for fitting distributions to given data or by known quantiles. Two main functions fit.perc() and fit.cont() provide users a GUI that allows to choose a most appropriate distribution without any knowledge of the R syntax. Note, this package is a part of the 'rrisk' project.

Author
Natalia Belgorodski [aut] (STAT-UP Statistical Consulting), Matthias Greiner [aut, cre] (Federal Institute for Risk Assessment, Germany), Kristin Tolksdorf [aut] (Federal Institute for Risk Assessment, Germany), Katharina Schueller [aut] (STAT-UP Statistical Consulting), Matthias Flor [ctb] (Federal Institute for Risk Assessment, Germany), Lutz Göhring [ctb] (Lutz Göhring Consulting)
Date of publication
2016-04-22 13:10:02
Maintainer
Matthias Greiner <matthias.greiner@bfr.bund.de>
License
GPL (>= 3)
Version
2.1.1
URLs

View on CRAN

Man pages

fit.cont
GUI for fitting continuous distributions to given data
fit.perc
Choosing distribution by given quantiles
get.beta.par
Fitting parameters of a Beta distribution from two or more...
get.cauchy.par
Fitting parameters of a Cauchy distribution from two or more...
get.chisqnc.par
Fitting parameters of a non-central chi-square distribution...
get.chisq.par
Fitting parameter of a chi-square distribution from one or...
get.exp.par
Fitting parameters of an exponential distribution from one or...
get.f.par
Fitting parameters of a F distribution from two or more...
get.gamma.par
Fitting parameters of a gamma distribution from two or more...
get.gompertz.par
Fitting parameters of a Gompertz distribution from two or...
get.hyper.par
Fitting parameters of a hypergeometric distribution from...
get.lnorm.par
Fitting parameters of a lognormal distribution from two or...
get.logis.par
Fitting parameters of a logistic distribution from two or...
get.nbinom.par
Fitting parameters of a negative binomial distribution from...
get.norm.par
Fitting parameters of normal distribution from two or more...
get.norm.sd
Fitting standard deviation of a normal distribution from one...
get.pert.par
Fitting parameters of a pert distribution from four or more...
get.pois.par
Fitting parameter of Poisson distribution from one or more...
get.tnorm.par
Fitting parameters of truncated normal distribution from four...
get.t.par
Fitting parameter of a Student's t distribution from one or...
get.triang.par
Fitting parameters of a triangular distribution from three or...
get.unif.par
Fitting parameters of a uniform distribution from two or more...
get.weibull.par
Fitting parameters of a Weibull distribution from two or more...
plotDiagnostics.perc
Graphical tools for choosing distribution by given quantiles
rriskDistributions-package
Fitting distributions to given data or known quantiles
rriskFitdist.cont
Fitting univariate distributions by maximum likelihood or by...
rriskFitdist.perc
Fitting an amount of distribution families by given quantiles
rriskMLEdist
Maximum likelihood fitting of univariate distributions
rriskMMEdist
Fitting univariate distributions by matching moments
useFitdist
Fitting amount continuous distributions to given univariate...

Files in this package

rriskDistributions
rriskDistributions/NAMESPACE
rriskDistributions/R
rriskDistributions/R/rriskDistributions-package.R
rriskDistributions/R/rriskDistributions_functions.R
rriskDistributions/README.md
rriskDistributions/MD5
rriskDistributions/DESCRIPTION
rriskDistributions/man
rriskDistributions/man/get.t.par.Rd
rriskDistributions/man/rriskFitdist.cont.Rd
rriskDistributions/man/rriskMLEdist.Rd
rriskDistributions/man/get.lnorm.par.Rd
rriskDistributions/man/get.chisqnc.par.Rd
rriskDistributions/man/get.exp.par.Rd
rriskDistributions/man/get.cauchy.par.Rd
rriskDistributions/man/get.unif.par.Rd
rriskDistributions/man/get.triang.par.Rd
rriskDistributions/man/get.norm.sd.Rd
rriskDistributions/man/get.norm.par.Rd
rriskDistributions/man/get.hyper.par.Rd
rriskDistributions/man/get.chisq.par.Rd
rriskDistributions/man/get.pois.par.Rd
rriskDistributions/man/get.weibull.par.Rd
rriskDistributions/man/get.beta.par.Rd
rriskDistributions/man/get.nbinom.par.Rd
rriskDistributions/man/get.logis.par.Rd
rriskDistributions/man/rriskMMEdist.Rd
rriskDistributions/man/fit.cont.Rd
rriskDistributions/man/rriskDistributions-package.Rd
rriskDistributions/man/get.gompertz.par.Rd
rriskDistributions/man/fit.perc.Rd
rriskDistributions/man/get.pert.par.Rd
rriskDistributions/man/plotDiagnostics.perc.Rd
rriskDistributions/man/useFitdist.Rd
rriskDistributions/man/get.gamma.par.Rd
rriskDistributions/man/get.tnorm.par.Rd
rriskDistributions/man/rriskFitdist.perc.Rd
rriskDistributions/man/get.f.par.Rd