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DESCRIPTION
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Package: fitdistrplus
Title: Help to Fit of a Parametric Distribution to Non-Censored or Censored Data
Version: 1.2-3
Authors@R: c(person("Marie-Laure", "Delignette-Muller", role = "aut", email = "[email protected]", comment = c(ORCID = "0000-0001-5453-3994")),
person("Christophe", "Dutang", role = "aut", email = "[email protected]", comment = c(ORCID = "0000-0001-6732-1501")),
person("Regis", "Pouillot", role = "ctb"),
person("Jean-Baptiste", "Denis", role = "ctb"),
person("Aurélie", "Siberchicot", role = c("aut", "cre"), email = "[email protected]", comment = c(ORCID = "0000-0002-7638-8318")))
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.
Depends: R (>= 3.5.0), MASS, grDevices, survival, methods
Imports: stats, rlang
Suggests: actuar, rgenoud, mc2d, gamlss.dist, knitr, ggplot2, GeneralizedHyperbolic, rmarkdown, Hmisc, bookdown
VignetteBuilder: knitr
BuildVignettes: true
License: GPL (>= 2)
Encoding: UTF-8
URL: https://lbbe-software.github.io/fitdistrplus/, https://lbbe.univ-lyon1.fr/fr/fitdistrplus, https://github.com/lbbe-software/fitdistrplus
BugReports: https://github.com/lbbe-software/fitdistrplus/issues
Contact: Marie-Laure Delignette-Muller <[email protected]> or Christophe Dutang <[email protected]>