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.

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Description file content

Package
fitdistrplus
Title
Help to Fit of a Parametric Distribution to Non-Censored or Censored Data
Version
1.0-14
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) 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.
Depends
R (>= 3.2.0), MASS, grDevices, survival, methods, npsurv
Imports
stats
Suggests
actuar, rgenoud, mc2d, gamlss.dist, knitr, knitcitations, ggplot2, GeneralizedHyperbolic
VignetteBuilder
knitr
BuildVignettes
true
License
GPL (>= 2)
Encoding
UTF-8
URL
Contact
Marie-Laure Delignette-Muller or Christophe Dutang
NeedsCompilation
no
Packaged
2019-01-23 13:21:11 UTC; aurelie
Author
Marie-Laure Delignette-Muller [aut], Christophe Dutang [aut], Regis Pouillot [ctb], Jean-Baptiste Denis [ctb], Aurelie Siberchicot [aut, cre]
Maintainer
Aurelie Siberchicot
Repository
CRAN
Date/Publication
2019-01-23 14:40:03 UTC

install.packages('fitdistrplus')

1.0-14

6 months ago

MailingList:

Aurelie Siberchicot

GPL (>= 2)

Depends on

R (>= 3.2.0), MASS, grDevices, survival, methods, npsurv

Imports

stats

Suggests

actuar, rgenoud, mc2d, gamlss.dist, knitr, knitcitations, ggplot2, GeneralizedHyperbolic

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