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GB2group  

Estimation of the Generalised Beta Distribution of the Second Kind from Grouped Data
View on CRAN: Click here


Download and install GB2group package within the R console
Install from CRAN:
install.packages("GB2group")

Install from Github:
library("remotes")
install_github("cran/GB2group")

Install by package version:
library("remotes")
install_version("GB2group", "0.3.0")



Attach the package and use:
library("GB2group")
Maintained by
Vanesa Jorda
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-11-14
Latest Update: 2021-01-26
Description:
Estimation of the generalized beta distribution of the second kind (GB2) and related models using grouped data in form of income shares. The GB2 family is a general class of distributions that provides an accurate fit to income data. 'GB2group' includes functions to estimate the GB2, the Singh-Maddala, the Dagum, the Beta 2, the Lognormal and the Fisk distributions. 'GB2group' deploys two different econometric strategies to estimate these parametric distributions, the equally weighted minimum distance (EWMD) estimator and the optimally weighted minimum distance (OMD) estimator. Asymptotic standard errors are reported for the OMD estimates. Standard errors of the EWMD estimates are obtained by Monte Carlo simulation. See Jorda et al. (2018) for a detailed description of the estimation procedure.
How to cite:
Vanesa Jorda (2018). GB2group: Estimation of the Generalised Beta Distribution of the Second Kind from Grouped Data. R package version 0.3.0, https://cran.r-project.org/web/packages/GB2group. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.0 (2018-11-14 16:00), 0.2.0 (2019-02-21 14:20)
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