Distribution Fitting and Evaluation

A library of density, distribution function, quantile function, (bounded) raw moments and random generation for a collection of distributions relevant for the firm size literature. Additionally, the package contains tools to fit these distributions using maximum likelihood and evaluate these distributions based on (i) log-likelihood ratio and (ii) deviations between the empirical and parametrically implied moments of the distributions. We add flexibility by allowing the considered distributions to be combined into piecewise composite or finite mixture distributions, as well as to be used when truncated. See Dewitte (2020) < https://hdl.handle.net/1854/LU-8644700> for a description and application of methods available in this package.


Reference manual

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0.0.6 by Ruben Dewitte, 5 months ago

Browse source code at https://github.com/cran/distributionsrd

Authors: Ruben Dewitte [aut, cre]

Documentation:   PDF Manual  

Task views: Probability Distributions

GPL-3 license

Imports Rdpack, stats, flexmix, modeltools, methods

Suggests knitr, rmarkdown, tidyverse, testthat

See at CRAN