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Optimal transport methods in economics

Authors :
Galichon, Alfred
Département d'économie (Sciences Po) (ECON)
Sciences Po (Sciences Po)-Centre National de la Recherche Scientifique (CNRS)
European Project: 313699,EC:FP7:ERC,ERC-2012-StG_20111124,ECOMATCH(2013)
Source :
Princeton University Press, pp.170, 2016, 9780691172767
Publication Year :
2016
Publisher :
HAL CCSD, 2016.

Abstract

Optimal transport theory is used widely to solve problems in mathematics and some areas of the sciences, but it can also be used to understand a range of problems in applied economics, such as the matching between job seekers and jobs, the determinants of real estate prices, and the formation of matrimonial unions. This is the first text to develop clear applications of optimal transport to economic modeling, statistics, and econometrics. It covers the basic results of the theory as well as their relations to linear programming, network flow problems, convex analysis, and computational geometry. Emphasizing computational methods, it also includes programming examples that provide details on implementation. Applications include discrete choice models, models of differential demand, and quantile-based statistical estimation methods, as well as asset pricing models. The book also features numerous exercises throughout that help to develop mathematical agility, deepen computational skills, and strengthen economic intuition.

Details

Language :
English
ISBN :
978-0-691-17276-7
ISBNs :
9780691172767
Database :
OpenAIRE
Journal :
Princeton University Press, pp.170, 2016, 9780691172767
Accession number :
edsair.doi.dedup.....19b08c188a0db6f8664651b2f44efea6