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fitdistrplus  

Help to Fit of a Parametric Distribution to Non-Censored or Censored Data
View on CRAN: Click here


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", "1.2-2")



Attach the package and use:
library("fitdistrplus")
Maintained by
Aurélie Siberchicot
[Scholar Profile | Author Map]
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:
Aurélie Siberchicot (2009). fitdistrplus: Help to Fit of a Parametric Distribution to Non-Censored or Censored Data. R package version 1.2-2, https://cran.r-project.org/web/packages/fitdistrplus. Accessed 15 Apr. 2025.
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), 1.1-11 (2023-04-25 16:50), 1.2-1 (2024-07-12 14:20)
Other packages that cited fitdistrplus R package
View fitdistrplus citation profile
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Complete documentation for fitdistrplus
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