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文章基本信息

  • 标题:Nonlinear Panel Data Methods for Dynamic Heterogeneous Agent Models
  • 本地全文:下载
  • 作者:Manuel Arellano ; Stéphane Bonhomme
  • 期刊名称:CEMFI Working Papers / Centro de Estudios Monetarios y Financieros, Madrid
  • 出版年度:2017
  • 卷号:2017
  • 出版社:Centro de Estudios Monetarios y Financieros, Madrid
  • 摘要:Recent developments in nonlinear panel data analysis allow identifying and estimating generaldynamic systems. In this review we describe some results and techniques for nonparametricidentification and flexible estimation in the presence of time-invariant and time-varying latentvariables. This opens the possibility to estimate nonlinear reduced forms in a large class of structuraldynamic models with heterogeneous agents. We show how such reduced forms may be used todocument policy-relevant derivative effects, and to improve the understanding and facilitate theimplementation of structural models.
  • 关键词:Dynamic models; structural economic models; panel data; unobserved heterogeneity.
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