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

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.

AuthorMarie Laure Delignette-Muller [aut], Christophe Dutang [aut], Regis Pouillot [ctb], Jean-Baptiste Denis [ctb], Aurélie Siberchicot [aut, cre]
Date of publication2017-02-01 01:32:25
MaintainerAurélie Siberchicot <aurelie.siberchicot@univ-lyon1.fr>
LicenseGPL (>= 2)
Version1.0-8
https://lbbe.univ-lyon1.fr/fitdistrplus.html, http://riskassessment.r-forge.r-project.org

View on CRAN

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

bootdist Man page
bootdistcens Man page
cdfcomp Man page
cdfcompcens Man page
CIcdfplot Man page
coef.fitdist Man page
coef.fitdistcens Man page
danish Man page
danishmulti Man page
danishuni Man page
dataFAQ Man page
dataFAQlog1 Man page
dataFAQscale1 Man page
dataFAQscale2 Man page
denscomp Man page
descdist Man page
detectbound Man page
endosulfan Man page
fitdist Man page
fitdistcens Man page
fitdistrplus Man page
fitdistrplus-package Man page
fluazinam Man page
gofstat Man page
graphcomp Man page
groundbeef Man page
llcurve Man page
llplot Man page
llsurface Man page
logLik.fitdist Man page
logLik.fitdistcens Man page
mge Man page
mgedist Man page
mle Man page
mledist Man page
mme Man page
mmedist Man page
plot.bootdist Man page
plot.bootdistcens Man page
plotdist Man page
plotdistcens Man page
plot.fitdist Man page
plot.fitdistcens Man page
ppcomp Man page
prefit Man page
print.bootdist Man page
print.bootdistcens Man page
print.descdist Man page
print.fitdist Man page
print.fitdistcens Man page
print.gofstat.fitdist Man page
print.quantile.bootdist Man page
print.quantile.bootdistcens Man page
print.quantile.fitdist Man page
print.quantile.fitdistcens Man page
qme Man page
qmedist Man page
qqcomp Man page
quantile.bootdist Man page
quantile.bootdistcens Man page
quantile.fitdist Man page
quantile.fitdistcens Man page
quantiles Man page
salinity Man page
smokedfish Man page
summary.bootdist Man page
summary.bootdistcens Man page
summary.fitdist Man page
summary.fitdistcens Man page
toxocara Man page
vcov.fitdist Man page
vcov.fitdistcens Man page

Files

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

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