TY - JOUR
T1 - Entropy methods for identifying hedonic models
AU - Dupuy, Arnaud
AU - Galichon, Alfred
AU - Henry, Marc
N1 - Funding Information:
Acknowledgments Galichon’s research has received funding from the European Research Council under the European Union’s Seventh Framework Programme (FP7/2007-2013)/ERC Grant Agreement No. 313699, and from FiME, Laboratoire de Finance des Marchés de l’Energie. Henry’s research is supported by SSHRC Grant 435-2013-0292 and NSERC Grant 356491-2013. This paper has benefited from insightful conversations with Ivar Ekeland and Bernard Salanié. We would like to thank an anonymous referee for comments on an earlier version of the paper.
Publisher Copyright:
© 2014, Springer-Verlag Berlin Heidelberg.
PY - 2014/9
Y1 - 2014/9
N2 - This paper contributes to the literature on hedonic models in two ways. First, it makes use of Queyranne’s reformulation of a hedonic model in the discrete case as a network flow problem in order to provide a proof of existence and integrality of a hedonic equilibrium and efficient computation of hedonic prices. Second, elaborating on entropic methods developed in Galichon and Salanié (Cupid’s invisible hand: social surplus and identification in matching models. Working Paper, 2014), this paper proposes a new identification strategy for hedonic models in a single market. This methodology allows one to introduce heterogeneities in both consumers’ and producers’ attributes and to recover producers’ profits and consumers’ utilities based on the observation of production and consumption patterns and the set of hedonic prices.
AB - This paper contributes to the literature on hedonic models in two ways. First, it makes use of Queyranne’s reformulation of a hedonic model in the discrete case as a network flow problem in order to provide a proof of existence and integrality of a hedonic equilibrium and efficient computation of hedonic prices. Second, elaborating on entropic methods developed in Galichon and Salanié (Cupid’s invisible hand: social surplus and identification in matching models. Working Paper, 2014), this paper proposes a new identification strategy for hedonic models in a single market. This methodology allows one to introduce heterogeneities in both consumers’ and producers’ attributes and to recover producers’ profits and consumers’ utilities based on the observation of production and consumption patterns and the set of hedonic prices.
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U2 - 10.1007/s11579-014-0125-1
DO - 10.1007/s11579-014-0125-1
M3 - Article
AN - SCOPUS:84919917612
SN - 1862-9679
VL - 8
SP - 405
EP - 416
JO - Mathematics and Financial Economics
JF - Mathematics and Financial Economics
IS - 4
ER -