fitdistrplus: Help to Fit of a Parametric Distribution to Non-Censored or Censored Data
Version 1.0-9

Extends the fitdistr() function (of the MASS package) with several functions to help the fit of a parametric distribution to non-censored or censored data. Censored data may contain left censored, right censored and interval censored values, with several lower and upper bounds. In addition to maximum likelihood estimation (MLE), the package provides moment matching (MME), quantile matching (QME) and maximum goodness-of-fit estimation (MGE) methods (available only for non-censored data). Weighted versions of MLE, MME and QME are available.

Browse man pages Browse package API and functions Browse package files

AuthorMarie-Laure Delignette-Muller [aut], Christophe Dutang [aut], Regis Pouillot [ctb], Jean-Baptiste Denis [ctb], Aurélie Siberchicot [aut, cre]
Date of publication2017-03-24 14:25:38 UTC
MaintainerAurélie Siberchicot <aurelie.siberchicot@univ-lyon1.fr>
LicenseGPL (>= 2)
Version1.0-9
URL MailingList: http://listes.univ-lyon1.fr/wws/info/fitdist-users; https://lbbe.univ-lyon1.fr/fitdistrplus.html http://riskassessment.r-forge.r-project.org
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("fitdistrplus")

Man pages

bootdist: Bootstrap simulation of uncertainty for non-censored data
bootdistcens: Bootstrap simulation of uncertainty for censored data
cdfcompcens: Compares various fitted distributions to censored data on a...
CIcdfplot: Empirical cumulative distribution function with pointwise...
danish: Danish reinsurance claim dataset
dataFAQ: Datasets for the FAQ
descdist: Description of an empirical distribution for non-censored...
detectbound: Detect bounds for density function
endosulfan: Species Sensitivity Distribution (SSD) for endosulfan
fitdist: Fit of univariate distributions to non-censored data
fitdistcens: Fitting of univariate distributions to censored data
fitdistrplus: Overview of the 'fitdistrplus' package
fluazinam: Species-Sensitivity Distribution (SSD) for Fluazinam
gofstat: Goodness-of-fit statistics
graphcomp: Graphical comparison of multiple fitted distributions (for...
groundbeef: Ground beef serving size data set
logLik-plot: (Log)likelihood plot for a fit using maximum likelihood
logLik-surface: (Log)likelihood surfaces or (log)likelihood curves
mgedist: Maximum goodness-of-fit fit of univariate continuous...
mledist: Maximum likelihood fit of univariate distributions
mmedist: Matching moment fit of univariate distributions
plotdist: Plot of empirical and theoretical distributions for...
plotdistcens: Plot of empirical and theoretical distributions for censored...
prefit: Pre-fitting procedure
qmedist: Quantile matching fit of univariate distributions
quantiles: Quantile estimation from a fitted distribution
salinity: Species-Sensitivity Distribution (SSD) for salinity tolerance
smokedfish: Contamination data of Listeria monocytogenes in smoked fish
toxocara: Parasite abundance in insular feral cats

Functions

CIcdfplot Man page Source code
T01 Source code
T0Inf Source code
T1Inf Source code
Tm10 Source code
all.is.numeric Source code
bootdist Man page Source code
bootdistcens Man page Source code
cdfcomp Man page Source code
cdfcompcens Man page Source code
checkparam Source code
coef.fitdist Man page Source code
coef.fitdistcens Man page Source code
compute.gofstat.Chi2 Source code
compute.gofstat.KSCvMAD Source code
danish Man page
danishmulti Man page
danishuni Man page
dataFAQ Man page
dataFAQlog1 Man page
dataFAQscale1 Man page
dataFAQscale2 Man page
denscomp Man page Source code
descdist Man page Source code
detectbound Man page Source code
endosulfan Man page
fitbench Source code
fitdist Man page Source code
fitdistcens Man page Source code
fitdistrplus Man page
fitdistrplus-package Man page
fluazinam Man page
format.perc Source code
gofstat Man page Source code
graphcomp Man page
grdbeta Source code
grdgamma Source code
grlnlbeta Source code
grlnlgamma Source code
groundbeef Man page
iT01 Source code
iT0Inf Source code
iT1Inf Source code
iTm10 Source code
is.allint.w Source code
is.int.w Source code
likelihood Source code
likelihoodcens Source code
llcurve Man page Source code
llplot Man page Source code
llsurface Man page Source code
logLik.fitdist Man page Source code
logLik.fitdistcens Man page Source code
loglikelihood Source code
loglikelihoodcens Source code
mge Man page
mgedist Man page Source code
mle Man page
mledist Man page Source code
mledistcens Source code
mme Man page
mmedist Man page Source code
momdist Source code
myquantiles.bootdist Source code
myquantiles.fitdist Source code
pairs4boot Source code
plot.bootdist Man page Source code
plot.bootdistcens Man page Source code
plot.fitdist Man page Source code
plot.fitdistcens Man page Source code
plotdist Man page Source code
plotdistcens Man page Source code
ppcomp Man page Source code
prefit Man page Source code
print.bootdist Man page Source code
print.bootdistcens Man page Source code
print.descdist Man page Source code
print.fitdist Man page Source code
print.fitdistcens Man page Source code
print.gofstat.fitdist Man page Source code
print.quantile.bootdist Man page Source code
print.quantile.bootdistcens Man page Source code
print.quantile.fitdist Man page Source code
print.quantile.fitdistcens Man page Source code
print.summary.bootdist Source code
print.summary.bootdistcens Source code
print.summary.fitdist Source code
print.summary.fitdistcens Source code
qme Man page
qmedist Man page Source code
qqcomp Man page Source code
quantile.bootdist Man page Source code
quantile.bootdistcens Man page Source code
quantile.fitdist Man page Source code
quantile.fitdistcens Man page Source code
quantiles Man page
salinity Man page
smokedfish Man page
start.arg.default Source code
summary.bootdist Man page Source code
summary.bootdistcens Man page Source code
summary.fitdist Man page Source code
summary.fitdistcens Man page Source code
toxocara Man page
vcov.fitdist Man page Source code
vcov.fitdistcens Man page Source code
wtd.mean Source code
wtd.quantile Source code
wtd.table Source code
wtd.var Source code

Files

inst
inst/CITATION
inst/NEWS
inst/doc
inst/doc/FAQ.Rmd
inst/doc/Optimalgo.R
inst/doc/FAQ.html
inst/doc/paper2JSS.Rnw
inst/doc/Optimalgo.html
inst/doc/Optimalgo.Rmd
inst/doc/paper2JSS.pdf
inst/doc/paper2JSS.R
inst/doc/FAQ.R
tests
tests/t-CIcdfplot.R
tests/t-qme-discrete.R
tests/t-mmedist.R
tests/t-cvg-algo.R
tests/t-fitdistcens.R
tests/t-plotdistcens.R
tests/t-fitbench.R
tests/t-fitdist-customoptim.R
tests/t-prefit.R
tests/t-plotdist.R
tests/t-llplot.R
tests/t-cdfcomp.R
tests/t-bootdistcens.R
tests/t-startingvalues.R
tests/t-fitdist.R
tests/t-ppcomp.R
tests/t-parallel.R
tests/t-cdfcompcens.R
tests/t-qqcomp.R
tests/t-denscomp.R
tests/t-qmedist.R
tests/t-lnL-surf.R
tests/t-descdist.R
tests/t-mgedist.R
tests/t-mledist.R
tests/t-bootdist.R
tests/t-gofstat.R
tests/t-logLik-vcov-coef.R
tests/t-detectbound.R
tests/t-quantiledist.R
NAMESPACE
data
data/danishmulti.rda
data/fluazinam.rda
data/endosulfan.rda
data/danishuni.rda
data/dataFAQscale1.rda
data/toxocara.rda
data/dataFAQlog1.rda
data/dataFAQscale2.rda
data/smokedfish.rda
data/salinity.rda
data/groundbeef.rda
R
R/ppcomp.R
R/fitdistcens.R
R/fitdist.R
R/cdfcomp.R
R/util-transform.R
R/util-startarg.R
R/logLik.R
R/mledist.R
R/vcov.R
R/plotdistcens.R
R/util-wtdstat.R
R/bootdist.R
R/plotdist.R
R/denscomp.R
R/fitbench.R
R/qqcomp.R
R/qmedist.R
R/coef.R
R/detectbound.R
R/util-checkparam.R
R/prefit.R
R/util-isint.R
R/bootdistcens.R
R/CIcdfplot.R
R/logLik-surface.R
R/descdist.R
R/gradlogLik.R
R/gofstat.R
R/mgedist.R
R/mmedist.R
R/cdfcompcens.R
R/quantiles.R
R/bootdist-graph.R
vignettes
vignettes/jssfitdistrplus.bib
vignettes/FAQ.Rmd
vignettes/paper2JSS.Rnw
vignettes/Optimalgo.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/smokedfish.Rd
man/fitdistrplus.Rd
man/plotdistcens.Rd
man/detectbound.Rd
man/mgedist.Rd
man/quantiles.Rd
man/plotdist.Rd
man/graphcomp.Rd
man/CIcdfplot.Rd
man/salinity.Rd
man/mmedist.Rd
man/endosulfan.Rd
man/mledist.Rd
man/prefit.Rd
man/cdfcompcens.Rd
man/fitdistcens.Rd
man/bootdistcens.Rd
man/logLik-plot.Rd
man/dataFAQ.Rd
man/danish.Rd
man/gofstat.Rd
man/bootdist.Rd
man/fitdist.Rd
man/toxocara.Rd
man/fluazinam.Rd
man/qmedist.Rd
man/groundbeef.Rd
man/descdist.Rd
man/logLik-surface.Rd
fitdistrplus documentation built on May 29, 2017, 6:48 p.m.