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fitdistrplus
View on CRAN: Click
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Download and install fitdistrplus package within the R console
Install from CRAN:
install.packages("fitdistrplus")
Install from Github:
library("remotes")
install_github("cran/fitdistrplus")
Install by package version:
library("remotes")
install_version("fitdistrplus", "1.1-11")
Attach the package and use:
library("fitdistrplus")
Maintained by
Aurelie Siberchicot
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2009-02-16
Latest Update: 2023-04-25
Description:
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), maximum goodness-of-fit
estimation (MGE) and maximum spacing estimation (MSE) methods (available only for
non-censored data). Weighted versions of MLE, MME, QME and MSE are available. See e.g.
Casella & Berger (2002), Statistical inference, Pacific Grove, for a general introduction
to parametric estimation.
How to cite:
Aurelie Siberchicot (2009). fitdistrplus: Help to Fit of a Parametric Distribution to Non-Censored or Censored Data. R package version 1.1-11, https://cran.r-project.org/web/packages/fitdistrplus
Previous versions and publish date:
0.1-1 (2009-02-16 15:55), 0.1-2 (2009-12-29 21:39), 0.1-3 (2010-06-02 11:09), 0.1-4 (2010-09-16 20:40), 0.2-1 (2011-03-18 12:53), 0.2-2 (2011-04-27 17:19), 0.3-4 (2012-03-22 22:14), 1.0-0 (2012-12-27 19:05), 1.0-1 (2013-04-10 09:01), 1.0-2 (2014-02-12 15:40), 1.0-3 (2014-12-13 00:24), 1.0-4 (2015-02-23 17:20), 1.0-5 (2015-09-21 11:47), 1.0-6 (2015-11-30 13:13), 1.0-7 (2016-07-02 18:10), 1.0-8 (2017-02-01 01:32), 1.0-9 (2017-03-24 15:25), 1.0-11 (2018-09-10 17:10), 1.0-14 (2019-01-23 15:40), 1.1-1 (2020-05-19 15:20), 1.1-3 (2020-12-05 06:40), 1.1-5 (2021-05-28 07:50), 1.1-6 (2021-09-28 13:20), 1.1-8 (2022-03-10 12:40)
Other packages that cited fitdistrplus R package
View fitdistrplus citation profile
Other R packages that fitdistrplus depends,
imports, suggests or enhances
Functions, R codes and Examples using
the fitdistrplus R package
Some associated functions: CIcdfplot . Surv2fitdistcens . bootdist . bootdistcens . danish . dataFAQ . descdist . detectbound . endosulfan . fitdist . fitdistcens . fitdistrplus . fluazinam . fremale . gofstat . graphcomp . graphcompcens . groundbeef . logLik-plot . logLik-surface . mgedist . mledist . mmedist . msedist . plotdist . plotdistcens . prefit . qmedist . quantile . salinity . smokedfish . toxocara .
Some associated R codes: CIcdfplot.R . Surv2fitdistcens.R . bootdist-graph.R . bootdist.R . bootdistcens.R . cdfcomp.R . cdfcompcens.R . coef.R . denscomp.R . descdist.R . detectbound.R . fitbench.R . fitdist.R . fitdistcens.R . gofstat.R . gradlogLik.R . logLik-surface.R . logLik.R . mgedist.R . mledist.R . mmedist.R . msedist.R . plotdist.R . plotdistcens.R . ppcomp.R . ppcompcens.R . prefit.R . qmedist.R . qqcomp.R . qqcompcens.R . quantiles.R . util-Turnbull-intervals.R . util-cens2pseudo.R . util-checkparam.R . util-checkparamlist.R . util-getparam.R . util-isint.R . util-manageparam.R . util-npmle.R . util-npsurv-NNLS.R . util-npsurv-hcnm.R . util-npsurv-intercens.R . util-npsurv-km.R . util-npsurv-main.R . util-startarg.R . util-testdensity.R . util-transform.R . util-wtdstat.R . vcov.R . Full fitdistrplus package functions and examples
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