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distributionsrd
View on CRAN: Click
here
Download and install distributionsrd package within the R console
Install from CRAN:
install.packages("distributionsrd")
Install from Github:
library("remotes")
install_github("cran/distributionsrd") Install by package version:
library("remotes")
install_version("distributionsrd", "0.0.6") Attach the package and use:
library("distributionsrd")
Maintained by
Ruben Dewitte
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-05-25
Latest Update: 2020-05-25
Description:
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) for a description and application of methods available in this package.
How to cite:
Ruben Dewitte (2020). distributionsrd: Distribution Fitting and Evaluation. R package version 0.0.6, https://cran.r-project.org/web/packages/distributionsrd. Accessed 16 Jul. 2026.
Previous versions and publish date:
No previous versions
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imports, suggests or enhances
Complete documentation for distributionsrd
Functions, R codes and Examples using
the distributionsrd R package
Some associated functions: burr . burr_plt . clauset.xmax . clauset.xmin . coeffcomposite . combdist.mle . combdist . combdist_plt . composite.mle . composite . composite_plt . doubleparetolognormal.mle . doubleparetolognormal . doubleparetolognormal_plt . empirical . exp . fit_US_cities . frechet.mle . frechet . frechet_plt . gamma . invpareto.mle . invpareto . invpareto_plt . leftparetolognormal.mle . leftparetolognormal . leftparetolognormal_plt . llr_vuong . lnorm . lnorm_plt . nmad_test . pareto.mle . pareto . pareto_plt . rightparetolognormal.mle . rightparetolognormal . rightparetolognormal_plt . truncdist . weibull . weibull_plt .
Some associated R codes: FLXMCdist1.R . burr.R . combdist.R . composite.R . data.R . doubleparetolognormal.R . empirical.R . exponential.R . frechet.R . gamma.R . globals.R . invpareto.R . lefttparetolognormal.R . llr_vuong.R . lnorm.R . nmad.R . pareto.R . rightparetolognormal.R . truncdist.R . weibull.R . Full distributionsrd package functions and examples
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