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fitdistrplus: An R package for fitting distributions
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نویسنده
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delignette-muller m.l. ,dutang c.
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منبع
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journal of statistical software - 2015 - دوره : 64 - - کد همایش: - صفحه:1 -34
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چکیده
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The package ftdistrplus provides functions for tting 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 speci c 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. © 2015,american statistical association. all rights reserved.
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کلیدواژه
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Bootstrap; Censored data; Distributions; Maximum goodness-of- fit; Maximum likelihood; Moment matching; Probability distribution tting; Quantile matching; R
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آدرس
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université de lyon,université de lyon 1,cnrs,umr5558,laboratoire de biométrie et biologie évolutive vetagro sup,campus vétérinaire de lyon 1,avenue bourgelat,marcy l’etoile,69820, France, université de strasbourg, France
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Authors
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