Decomposition procedures for distributional analysis: a unified framework based on the Shapley value

By Anthony Shorrocks. 2013

991 citations recorded by the source corpus.

Subfields: Management Science and Operations Research

View Paper: https://www.semanticscholar.org/paper/28e331c0b0f9fa707b419d8ee87339d58ae1a882

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In Management Science and Operations Research

Citations in the corpus

Empirical Approaches to Inequality of Opportunity: Principles, Measures, and Evidence (2012, methodology): “The first proposal, inspired by utilitarian reward, is due to Van de gaer (1993) and measures the value of an individual’s opportunity set by the average income of those that are his type.”
Redistribution Policy and Inequality Reduction in OECD Countries: What Has Changed in Two Decades? (2011, background): “A technical solution that is sometimes proposed (and is based on the so-called Shapley value procedure; see Shorrocks, 1999) essentially averages over all possible sequences.”
Out-migration, Wealth Constraints, and the Quality of Local Amenities (2014, methodology): “To do so, as suggested by Shorrocks (2013), we use a Shapleybased decomposition of the full model R2 (column 6 in Tables A1 to A3 in Appendix) relative to a model that controls only for demographic characteristics and country fixed effects.18 The decomposition results are reported in Table 4, which…”
Trade and the Topography of the Spatial Economy (2014, positive): “P (i)) to the spatial dispersion of income, we apply a Shapley decomposition (see Shorrocks (2013)) to equation (28).”
Decomposing the recent inequality decline in Latin America (2013, methodology): “2 See Lanjouw et al (2011) for new pseudo panel methods to analyze income mobility.”
How Basis Risk and Spatiotemporal Adverse Selection Influence Demand for Index Insurance: Evidence from Northern Kenya (2014, methodology): “…decomposition was used to determine the level of variation in demand captured by categories of variables (Kolenikov & Shorrocks 2005; Shapley 1953; Shorrocks 2013),39 including household demographics, household finances, price, basis risk and knowledge, prospective intertemporal adverse…”
Microsimulation and policy analysis (2014, methodology): “Bargain and Callan (2010) adopt the Shorrocks-Shapley approach (Shorrocks, 2013) to summarise various combinations, es entially averaging the effect of a given component across all combinations.”
Measuring energy poverty in Japan, 2004–2013 (2016, methodology): “In this subsection, we attempt to identify the factors that drove the changes in energy poverty in Japan using a new approach to the decomposition of poverty indices, being a simple decomposition using the Shapley decomposition technique, as developed by Shorrocks (2013).”