Optimal Transport Methods in Economics

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A01=Alfred Galichon
Algorithm
Arbitrage
Assignment problem
Auction algorithm
Author_Alfred Galichon
Candidate solution
Category=KCA
Category=KCC
Category=KCH
Category=PBUH
Central limit theorem
Computation
Contract theory
Convex analysis
Convex conjugate
Convex function
Convex optimization
Copula (probability theory)
Cumulative distribution function
Derivative (finance)
Dimension (vector space)
Doubly stochastic matrix
Duality (optimization)
Duality gap
Econometric model
Economic equilibrium
Economist
Empirical distribution function
Envelope theorem
eq_bestseller
eq_business-finance-law
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
Factorization
Family economics
Flow network
Gradient descent
Gurobi
Income
Income bracket
Inequality (mathematics)
Joint probability distribution
Labour economics
Lebesgue measure
Linear programming
Marginal cost
Market capitalization
Matching theory (economics)
Mathematical economics
Mathematical finance
Mathematical optimization
Microeconomics
Minimax theorem
Minimum-cost flow problem
Moment (mathematics)
Nash equilibrium
Optimal matching
Optimization problem
Power diagram
Price discrimination
Probability
Probability distribution
Probability mass function
Probability measure
Production function
Quantile
Quantile regression
Quantity
Rational choice theory
Solver
Summation
Supply (economics)
Supply and demand
Tax bracket
Theorem
Total cost
Transferable utility
Value (economics)
Variable (mathematics)

Product details

  • ISBN 9780691172767
  • Weight: 454g
  • Dimensions: 152 x 235mm
  • Publication Date: 06 Sep 2016
  • Publisher: Princeton University Press
  • Publication City/Country: US
  • Product Form: Hardback
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Optimal Transport Methods in Economics is the first textbook on the subject written especially for students and researchers in economics. 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. Authoritative and accessible, Optimal Transport Methods in Economics also features numerous exercises throughout that help you develop your mathematical agility, deepen your computational skills, and strengthen your economic intuition. * The first introduction to the subject written especially for economists* Includes programming examples* Features numerous exercises throughout* Ideal for students and researchers alike
Alfred Galichon holds joint appointments in the Department of Economics and the Courant Institute of Mathematical Sciences at New York University. He is on the editorial boards of the Review of Economic Studies and Economic Theory and is a research fellow at the Center for Economic and Policy Research (CEPR) and the Institute for the Study of Labor (IZA).