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. See e.g. Casella & Berger (2002). Statistical inference. Pacific Grove.

Package details

AuthorMarie-Laure Delignette-Muller [aut], Christophe Dutang [aut], Regis Pouillot [ctb], Jean-Baptiste Denis [ctb], Aurelie Siberchicot [aut, cre]
MaintainerAurelie Siberchicot <aurelie.siberchicot@univ-lyon1.fr>
LicenseGPL (>= 2)
Version1.0-14
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 R-Forge
Installation Install the latest version of this package by entering the following in R:
install.packages("fitdistrplus", repos="http://R-Forge.R-project.org")

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fitdistrplus documentation built on May 2, 2019, 5:34 p.m.