To view prices and purchase online, please login or create an account now.



Estimation of Structural Models Using Experimental Data From the Lab and the Field

Paperback / softback

Main Details

Title Estimation of Structural Models Using Experimental Data From the Lab and the Field
Authors and Contributors      By (author) Charles Bellemare
SeriesElements in Behavioural and Experimental Economics
Physical Properties
Format:Paperback / softback
Pages:75
Category/GenreMicroeconomics
ISBN/Barcode 9781009362634
ClassificationsDewey:330.019
Audience
General
Illustrations Worked examples or Exercises

Publishing Details

Publisher Cambridge University Press
Imprint Cambridge University Press
Publication Date 9 February 2023
Publication Country United Kingdom

Description

Behavioral economics provides a rich set of explicit models of non-classical preferences and belief formation which can be used to estimate structural models of decision making. At the same time, experimental approaches allow the researcher to exogenously vary components of the decision making environment. The synergies between behavioral and experimental economics provide a natural setting for the estimation of structural models. This Element will cover examples supporting the following arguments 1) Experimental data allows the researcher to estimate structural models under weaker assumptions and can simplify their estimation, 2) many popular models in behavioral economics can be estimated without any programming skills using existing software, 3) experimental methods are useful to validate structural models. This Element aims to facilitate adoption of structural modelling by providing Stata codes to replicate some of the empirical illustrations that are presented. Examples covered include estimation of outcome-based preferences, belief-dependent preferences and risk preferences.