THE 2013 LAWRENCE R. KLEIN LECTURE: BEHAVIORAL AND DESCRIPTIVE FORMS OF CHOICE MODELS

• 成果类型: Article
• 署名作者: Pakes, Ariel
• 署名单位: Harvard University; National Bureau of Economic Research
• 刊物名称: INTERNATIONAL ECONOMIC REVIEW
• ISSN/ISSBN: 0020-6598
• DOI: 10.1111/iere.12078
• 发表日期: 2014
• 页码: 603-624
• 关键词: equilibria; variables; entry

摘要

Empirical work on choice models, especially on relatively new topics or data sets, often starts with descriptive, or what is colloquially referred to as reduced form, results. Our descriptive form formalizes this process. It is derived from the underlying behavioral model, has an interpretation in terms of fit, and can sometimes be used to quantify biases in agents' expectations. We consider estimators for the descriptive form of discrete choice models with interacting agents that take account of approximation errors as well as unobservable sources of endogeneity. We conclude with an investigation of descriptive forms for two-period entry models.