Measuring and Explaining Income Inequalities in Poland: an Estimation of Lorenz Curves using Hazard Function Approach

• Authors: J. Landmesser , A. Orłowski
• Languages of publication: EN

Abstracts

EN

In this study we compare the income distributions for men and women in Poland in 2014. To examine the differences in the entire range of income values we utilize the hazard function approach. A flexible hazard-function based estimator in the presence of covariates (education, age, etc.) is used to construct conditional density and cumulative distribution functions. Then, we decompose the differences between two distributions using the counterfactual distribution. We estimate also the Lorenz curves for incomes and decompose the differences between the values of the Gini coefficients.

Keywords

EN

income inequalities; hazard function; Lorenz curve

• Publisher: Institute of Physics, Polish Academy of Sciences
• Journal: Acta Physica Polonica A
• Year: 2018
• Volume: 133
• Issue: 6
• Pages: 1445-1449

Dates

published

2018-06

Contributors

author

J. Landmesser

• Faculty of Applied Informatics and Mathematics, WULS-SGGW, Nowoursynowska 159, 02-776 Warsaw, Poland

author

A. Orłowski

• Faculty of Applied Informatics and Mathematics, WULS-SGGW, Nowoursynowska 159, 02-776 Warsaw, Poland

Identifiers

DOI

10.12693/APhysPolA.133.1445