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, cre], Christophe Dutang [aut], Regis Pouillot [ctb], Jean-Baptiste Denis [ctb]
Date of publication2016-07-02 18:10:21
MaintainerMarie Laure Delignette-Muller <marielaure.delignettemuller@vetagro-sup.fr>
LicenseGPL (>= 2)
Version1.0-7
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

Files in this package

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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