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3 - Estimation of (Dynamic) Games: A Discussion

Published online by Cambridge University Press:  05 May 2013

Martin Pesendorfer
Affiliation:
London School of Economics
Daron Acemoglu
Affiliation:
Massachusetts Institute of Technology
Manuel Arellano
Affiliation:
Centro de Estudios Monetarios y Financieros (CEMFI), Madrid
Eddie Dekel
Affiliation:
Northwestern University and Tel Aviv University
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Summary

Introduction

The last 10 years witnessed a number of advances in empirical industrial organization (IO). Exciting new methods for estimating dynamic models and especially dynamic games were developed. These new methods enable researchers to use a wider set of empirical tools. The new methods had positive effects on the well-received literature on estimating static games. At the same time, there have been improvements in single-agent dynamic-model estimation.

The two papers provide excellent surveys covering selected setups in detail. The setups include models with strategic interaction in static and dynamic settings and dynamic single-agent models with a focus on storable-and durable-goods demand models. The single-agent and multi-agent dynamic frameworks enable researchers to explicitly model dynamic linkages in state variables or in payoffs. The setups also nest the static games (or single-agent) setting that arises as a special case when agents are myopic and assign no value to the future.

Three types of dynamic linkages can be distinguished: (1) a strategic linkage arises when a firm's (or consumer's) strategy is allowed to depend on past choices of (all) firms (or consumers); (2) an informational linkage arises when informational uncertainty is resolved gradually over time; and (3) a third type of linkage arises when the current payoff depends on state variables influenced by prior actions. The surveyed literature studies the third type of linkage.

Type
Chapter
Information
Advances in Economics and Econometrics
Tenth World Congress
, pp. 123 - 134
Publisher: Cambridge University Press
Print publication year: 2013

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