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fitdistrplus: AnRPackage for fitting distributions
Delignette-Muller, M.L.; Dutang, C. (2015). fitdistrplus: AnRPackage for fitting distributions. J. Stat. Software 64(4): 1-34. https://dx.doi.org/10.18637/jss.v064.i04
In: Journal of Statistical Software. American Statistical Association: Los Angeles, Calif.. ISSN 1548-7660; e-ISSN 1548-7660
Peer reviewed article  
Beschikbaar in  Auteurs 
Author keywords
    probability distribution fitting, bootstrap, censored data, maximum likelihood, moment matching, quantile matching, maximum goodness-of-fit, distributions, R
Auteurs  Top 
  • Delignette-Muller, M.L.
  • Dutang, C.
Abstract
    The package fitdistrplus provides functions for fitting univariate distributions to different types of data (continuous censored or non-censored data and discrete data) and allowing different estimation methods (maximum likelihood, moment matching, quantile matching and maximum goodness-of-fit estimation). Outputs of fitdist and fitdistcens functions are S3 objects, for which specific methods are provided, including summary, plot and quantile. This package also provides various functions to compare the fit of several distributions to the same data set and can handle to bootstrap parameter estimates. Detailed examples are given in food risk assessment, ecotoxicology and insurance contexts.
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