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), 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.
- https://lbbe-software.github.io/fitdistrplus/
- https://lbbe.univ-lyon1.fr/fr/fitdistrplus
- GitHub
- File a bug report
- fitdistrplus results
- fitdistrplus.pdf
- Version1.2-1
- R version≥ 3.5.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- fitdistrplus citation info
- Last release07/12/2024
Documentation
Team
Aurélie Siberchicot
Marie-Laure Delignette-Muller
Christophe Dutang
Regis Pouillot
Show author detailsRolesContributorJean-Baptiste Denis
Show author detailsRolesContributor
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- Depends5 packages
- Imports2 packages
- Suggests10 packages
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