A Shapley-based decomposition of the R-Square of a linear regression

O Israeli - The Journal of Economic Inequality, 2007 - Springer
This note suggests a new way of determining the exact contributions of the explanatory
variables to the R-Square of a linear regression. The proposed methodology combines the …

Provincial allocation of carbon emission reduction targets in China: An approach based on improved fuzzy cluster and Shapley value decomposition

S Yu, YM Wei, K Wang - Energy policy, 2014 - Elsevier
An approach to determine carbon emission reduction target allocation based on the particle
swarm optimization (PSO) algorithm, fuzzy c-means (FCM) clustering algorithm, and …

Shapley inequality decomposition by factor components: Some methodological issues

M Sastre, A Trannoy - Journal of Economics, 2002 - Springer
Decomposition analysis provides help in the difficult task of explaining how economies
trends and government policies affect the distribution of income. In this context, recent …

Inequality decompositions—a reconciliation

FA Cowell, CV Fiorio - The Journal of Economic Inequality, 2011 - Springer
We show how classic source-decomposition and subgroup-decomposition methods can be
reconciled with regression methodology used in the recent literature. We also highlight …

Race, poverty and deprivation in South Africa

C Gradín - Journal of African Economies, 2013 - academic.oup.com
The aim of this paper was to explain why poverty and material deprivation in South Africa
are significantly higher among those of African descent than among whites. To do so, we …

What lies behind income mobility? Reranking and distributional change in Belgium, Western Germany and the USA

P Van Kerm - Economica, 2004 - Wiley Online Library
The paper presents a decomposition of income mobility indices into two basic sources:
mobility induced by a change of the income distribution shape, and mobility induced by a …

Growth, redistribution and poverty changes in cameroon: A shapley decomposition analysis

FM Baye - Journal of African economies, 2006 - academic.oup.com
This paper studies the decomposition of poverty changes in Cameroon. Specifically, it
reviews theoretical frameworks for growth–redistribution decomposition analyses, presents …

Estimating an educational production function for five countries of Latin America on the basis of the PISA data

J Deutsch, A Dumas, J Silber - Economics of Education Review, 2013 - Elsevier
This paper takes a new look at the determinants of cognitive ability. Using the results of the
2006 PISA survey for five Latin American countries (Brazil, Chile, Colombia, Mexico and …

Multidimensional approaches to poverty measurement: An empirical analysis of poverty in Belgium, France, Germany, Italy and Spain, based on the European panel

C d'Ambrosio, J Deutsch, J Silber - Applied Economics, 2011 - Taylor & Francis
This article has three goals. First, we wish to compare three multidimensional approaches to
poverty and check to what extent they identify the same households as poor. Second, we …

Conditional occupational segregation of minorities in the US

C Gradín - The Journal of Economic Inequality, 2013 - Springer
We analyze the role of the demographic and human capital characteristics of minorities in
the US in explaining their high occupational segregation with respect to whites and the …