Shapley-value decompositions of changes in wage distributions: a note

被引:11
|
作者
Devicienti, Francesco [1 ,2 ]
机构
[1] Univ Turin, Dipartimento Sci Econ & Finanziarie G Prato, Fac Econ, I-10134 Turin, Italy
[2] Lab Revelli Coll Carlo Alberto, Turin, Italy
来源
JOURNAL OF ECONOMIC INEQUALITY | 2010年 / 8卷 / 01期
关键词
Regression-based decomposition methods; Wage distribution; Shapley-value; INEQUALITY DECOMPOSITION;
D O I
10.1007/s10888-008-9102-3
中图分类号
F [经济];
学科分类号
02 ;
摘要
This note shows how the Shapley value can be applied to the regression-based methods that are often used to decompose changes in wage distributions. The method remedies the path-dependency exhibited by existing approaches that compute the contributions due to (1) changes in sample observable characteristics, (2) changes in the return of characteristics, (3) changes in the distribution of unobservable characteristics.
引用
收藏
页码:35 / 45
页数:11
相关论文
共 48 条
  • [1] Shapley-value decompositions of changes in wage distributions: a note
    Francesco Devicienti
    The Journal of Economic Inequality, 2010, 8 : 35 - 45
  • [2] THE MANIPULABILITY OF THE SHAPLEY-VALUE
    THOMSON, W
    INTERNATIONAL JOURNAL OF GAME THEORY, 1988, 17 (02) : 101 - 127
  • [3] A Shapley-value Index for Market Basket Analysis: Weighting Shapley's Value
    Bohl, Harrison
    Craig, Jasmine
    Shellshear, Evan
    JOURNAL OF BUSINESS ANALYTICS, 2024, 7 (01) : 15 - 24
  • [4] Shapley-Value based Inductive Conformal Prediction
    Jaramillo, William Lopez
    Smirnov, Evgueni
    CONFORMAL AND PROBABILISTIC PREDICTION AND APPLICATIONS, VOL 152, 2021, 152 : 52 - 71
  • [5] A Shapley-Value Mechanism for Bandwidth On Demand between Datacenters
    Shi, Weijie
    Wu, Chuan
    Li, Zongpeng
    IEEE TRANSACTIONS ON CLOUD COMPUTING, 2018, 6 (01) : 19 - 32
  • [6] Shapley-Value Data Valuation for Semi-supervised Learning
    Courtnage, Christie
    Smirnov, Evgueni
    DISCOVERY SCIENCE (DS 2021), 2021, 12986 : 94 - 108
  • [7] Shapley-value analysis of profit allocation in the shipbuilding supply chain
    Fan, D. (fan65@139.com), 1600, Editorial Board of Journal of Harbin Engineering (35):
  • [8] Cooperative Game Theoretic Routing Algorithm based on Shapley-value Approach
    Kim, Sungwook
    ICOIN: 2009 INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING, 2009, : 362 - 364
  • [9] NOTE ON THE SHAPLEY VALUE
    OWEN, G
    MANAGEMENT SCIENCE, 1968, 14 (11) : 731 - 732
  • [10] 基于Shapley-value法的联盟利益分配研究
    叶卫正
    郭慧锋
    赵艳文
    冯燕飞
    价值工程, 2023, 42 (22) : 25 - 27