The conventional formula for estimating the extended Gini coefficient is a covariance formula provided by Lerman and Yitzhaki (1989). We suggest an alternative estimator obtained by approximating the Lorenz curve by a series of linear segments. In a Monte Carlo experiment designed to assess the relative bias and efficiency of the two estimators, we find that, when using grouped data with 20 or less groups, our new estimator has less bias and lower mean squared error than the covariance estimator. When individual observations are used, or the number of groups is 30 or more, there is little or no difference in the performance of the two estimators.ESTIMATORS ; COEFFICIENTS ; EFFICIENCY
Although attention has been given to obtaining reliable standard errors for the plugin estimator of ...
This note provides an unbiased estimator for the absolute S-Gini and an almost unbiased estimator fo...
summary:The scope of this note is a self-contained presentation of a~mathematical method that enable...
The conventional formula for estimating the extended Gini coefficient is a covariance formula provid...
Most presentations of the Gini index are based on areas of the Lorenz curve, a rather abstract notio...
In this paper, we consider two well-known methods for analysis of the Gini index, which are U-statis...
Economics is increasingly interested in attributing the inequality of an outcome to a set of explana...
<p>A recent article proposed a histogram-based method for estimating the Lorenz curve and Gini index...
The Lorenz curve is a graphical tool that is widely used to characterize the concentration of a meas...
Abstract Given many popular functional forms for the Lorenz curve do not have a closed-form expressi...
Abstract: The purpose of this paper is to justify the use of the Gini coefficient and two close rel...
Scientists have analysed different methods for numerical estimation of Gini coefficients. Using Lore...
We propose a nonparametric estimator of the Lorenz curve that satisfies its theo-retical properties,...
In this paper, we draw attention to a promising yet slightly underestimated measure of variability -...
The Pareto distribution is widely used to describe the distribution of incomes. The distribution can...
Although attention has been given to obtaining reliable standard errors for the plugin estimator of ...
This note provides an unbiased estimator for the absolute S-Gini and an almost unbiased estimator fo...
summary:The scope of this note is a self-contained presentation of a~mathematical method that enable...
The conventional formula for estimating the extended Gini coefficient is a covariance formula provid...
Most presentations of the Gini index are based on areas of the Lorenz curve, a rather abstract notio...
In this paper, we consider two well-known methods for analysis of the Gini index, which are U-statis...
Economics is increasingly interested in attributing the inequality of an outcome to a set of explana...
<p>A recent article proposed a histogram-based method for estimating the Lorenz curve and Gini index...
The Lorenz curve is a graphical tool that is widely used to characterize the concentration of a meas...
Abstract Given many popular functional forms for the Lorenz curve do not have a closed-form expressi...
Abstract: The purpose of this paper is to justify the use of the Gini coefficient and two close rel...
Scientists have analysed different methods for numerical estimation of Gini coefficients. Using Lore...
We propose a nonparametric estimator of the Lorenz curve that satisfies its theo-retical properties,...
In this paper, we draw attention to a promising yet slightly underestimated measure of variability -...
The Pareto distribution is widely used to describe the distribution of incomes. The distribution can...
Although attention has been given to obtaining reliable standard errors for the plugin estimator of ...
This note provides an unbiased estimator for the absolute S-Gini and an almost unbiased estimator fo...
summary:The scope of this note is a self-contained presentation of a~mathematical method that enable...