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.
| Version: | 1.0-11 |
| Depends: | R (≥ 3.2.0), MASS, grDevices, survival, methods, npsurv |
| Imports: | stats |
| Suggests: | actuar, rgenoud, mc2d, gamlss.dist, knitr, knitcitations, ggplot2, GeneralizedHyperbolic |
| Published: | 2018-09-10 |
| Author: | Marie-Laure Delignette-Muller [aut], Christophe Dutang [aut], Regis Pouillot [ctb], Jean-Baptiste Denis [ctb], Aurelie Siberchicot [aut, cre] |
| Maintainer: | Aurelie Siberchicot <aurelie.siberchicot at univ-lyon1.fr> |
| Contact: | Marie-Laure Delignette-Muller <marielaure.delignettemuller at vetagro-sup.fr> or Christophe Dutang <christophe.dutang at ensimag.fr> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| 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 |
| NeedsCompilation: | no |
| Citation: | fitdistrplus citation info |
| Materials: | NEWS |
| In views: | Distributions, Survival |
| CRAN checks: | fitdistrplus results |
| Reference manual: | fitdistrplus.pdf |
| Vignettes: |
Frequently Asked Questions Which optimization algorithm to choose? Fit parametric distributions on non-censored or censored data |
| Package source: | fitdistrplus_1.0-11.tar.gz |
| Windows binaries: | r-devel: fitdistrplus_1.0-11.zip, r-release: fitdistrplus_1.0-11.zip, r-oldrel: fitdistrplus_1.0-11.zip |
| OS X binaries: | r-release: fitdistrplus_1.0-11.tgz, r-oldrel: fitdistrplus_1.0-11.tgz |
| Old sources: | fitdistrplus archive |
| Reverse depends: | BMT, enveomics.R, genasis, goft, mbbefd, qmap, SCI, stratifyR, vsgoftest |
| Reverse imports: | amt, AnnuityRIR, bayou, binnednp, CalibratR, Dpit, EnviroPRA, fitur, ICcalib, myTAI, Seurat, simPop, STI |
| Reverse suggests: | AICcmodavg, baytrends, LindleyR, mc2d, mle.tools, raw |
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