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GB2group
View on CRAN: Click
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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]
[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 02 Jul. 2026.
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Complete documentation for GB2group
Functions, R codes and Examples using
the GB2group R package
Some associated functions: fit.plot . fitgroup.b2 . fitgroup.da . fitgroup.f . fitgroup.gb2 . fitgroup.ln . fitgroup.sm .
Some associated R codes: closed_gini.R . fit.plot.R . fitgroup_b2.R . fitgroup_da.R . fitgroup_f.R . fitgroup_gb2.R . fitgroup_ln.R . fitgroup_sm.R . gini_simulation.R . lc_gradient.R . lorenz_curves.R . moments.R . moments_distribution.R . opt_func.R . simsd.R . stderr_gmm.R . weighting_matrix.R . Full GB2group package functions and examples
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