均衡多重性下(静态或动态)博弈的估计

ESTIMATION OF (STATIC OR DYNAMIC) GAMES UNDER EQUILIBRIUM MULTIPLICITY

International Economic Review · 2021
被引 5
人大 AABS 4

中文导读

提出一种处理均衡多重性的估计方法,适用于静态或动态博弈,允许不同市场有不同行为,通过转化为有限维对偶问题实现可行识别,并应用于报纸市场估计边际成本。

Abstract

Abstract We propose a multiplicity‐robust estimation method for static or dynamic games. The method allows for distinct behaviors and strategies across markets by treating market‐specific behaviors as correlated latent variables, with their conditional probability measure treated as an infinite‐dimensional nuisance parameter. Instead of solving the intermediate infinite‐dimensional optimization problem, we consider the equivalent finite‐dimensional dual problem. This property allows for a practically feasible characterization of the identified region for the structural parameters. We apply the estimation method to newspaper market previously studied in Gentzkow et al. ( American Economic Review 104 (2014), 3073–114) to characterize the identified region of marginal costs.

博弈估计均衡多重性识别区域结构参数