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This paper provides a survey of the non parametric approaches applied to income distribution analysis, focusing on kernel method and, in particular, on the choice of the bandwidth. To account for sample design and data sparseness, weighted kernel density with an adaptive bandwidth is suggested....
Persistent link: https://www.econbiz.de/10008555390
By using nonparametric methods, this paper estimates the distribution of both household and size-adjusted real income in Italy between 1987–1998. Because of data sparseness in the distribution, an adaptive bandwidth is used, while to account for sample design a weighting variable is...
Persistent link: https://www.econbiz.de/10005613039
Persistent link: https://www.econbiz.de/10005556322
In this paper we argue that modeling the cross-country distribution of per capita income as a mixture distribution provides a natural framework for the detection of convergence clubs. The framework yields tests for the number of component distributions that are likely to have more power than...
Persistent link: https://www.econbiz.de/10005824789
We argue that modeling the cross-country distribution of per capita income as a mixture distribution provides a natural framework for the detection of convergence clubs. The framework yields tests for the number of component distributions that are likely to be more informative than "bump...
Persistent link: https://www.econbiz.de/10008489181
This paper analyses the distribution of purchasing power standardized per capita income across EU-12 regions between 1977 and 1996. Dispersion of incomes between regions is measured taking into account their population sizes. The cross-sectional distributions are initially described by weighted...
Persistent link: https://www.econbiz.de/10005241900
The European Union Statistics on Income and Living Conditions (EU-SILC) is the main source of information about poverty and economic inequality in the member states of the European Union. The sample sizes of its annual national surveys are sufficient for reliable estimation at the national level...
Persistent link: https://www.econbiz.de/10010624205
Poverty measurement and the analysis of the progress (or otherwise) of the poor is beset with difficulties and controversies surrounding the definition of a poverty line or frontier. Here, using ideas from the partial identification literature and mixture models, a new approach to poverty...
Persistent link: https://www.econbiz.de/10008804923
Persistent link: https://www.econbiz.de/10010709623
The European Union Survey on Income and Living Conditions (EU-SILC) is the main source of information about living standards and poverty in the member states of the European Union. It provides reliable statistics at national level but sample sizes do not allow reliable estimates at sub-national...
Persistent link: https://www.econbiz.de/10008676883