Integrating Structural and Reduced-Form Methods in Empirical Finance

Autor: Toni M. Whited
Rok vydání: 2022
Předmět:
DOI: 10.48550/arxiv.2205.01175
Popis: I discuss various ways in which inference based on the estimation of the parameters of statistical models (reduced-form estimation) can be combined with inference based on the estimation of the parameters of economic models (structural estimation). I discuss five basic categories of integration: directly combining the two methods, using statistical models to simplify structural estimation, using structural estimation to extend the validity of reduced-form results, using reduced-form techniques to assess the external validity of structural estimations, and using structural estimation as a sample selection remedy. I illustrate each of these methods with examples from corporate finance, banking, and personal finance.
Databáze: OpenAIRE