A Structural Perspective on the Experimentalist School
AbstractWhat has always bothered me about the "experimentalist" school is the false sense of certainty it conveys. My view, like Leamer's, is that there is no way to escape the role of assumptions in statistical work, so our conclusions will always be contingent. Hence, we should be circumspect about our degree of knowledge. I present some lessons for economics from the field of marketing, a field where broad consensus has been reached on many key issues over the past twenty years. In marketing, 1) the structural paradigm is dominant, 2) the data are a lot better than in some fields of economics, and 3) there is great emphasis on external validation. Of course, good data always helps. I emphasize that the ability to do controlled experiments does not obviate the need for theory, and finally I address different approaches to model validation.
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Bibliographic InfoArticle provided by American Economic Association in its journal Journal of Economic Perspectives.
Volume (Year): 24 (2010)
Issue (Month): 2 (Spring)
Find related papers by JEL classification:
- B41 - Schools of Economic Thought and Methodology - - Economic Methodology - - - Economic Methodology
- C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
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- Tülin Erdem & Michael P. Keane & Baohong Sun, 2008. "A Dynamic Model of Brand Choice When Price and Advertising Signal Product Quality," Marketing Science, INFORMS, vol. 27(6), pages 1111-1125, 11-12.
- Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule To Estimate The Effect Of Class Size On Scholastic Achievement," The Quarterly Journal of Economics, MIT Press, vol. 114(2), pages 533-575, May.
- Andrew Ching & Tülin Erdem & Michael Keane, 2009.
"The price consideration model of brand choice,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 24(3), pages 393-420, 04.
- Michael P. Keane & Kenneth I. Wolpin, 2007.
"Exploring The Usefulness Of A Nonrandom Holdout Sample For Model Validation: Welfare Effects On Female Behavior,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1351-1378, November.
- Michael P. Keane & Kenneth I. Wolpin, 2006. "Exploring the Usefulness of a Non-Random Holdout Sample for Model Validation: Welfare Effects on Female Behavior," PIER Working Paper Archive 06-006, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Keane, Michael P., 2010. "Structural vs. atheoretic approaches to econometrics," Journal of Econometrics, Elsevier, vol. 156(1), pages 3-20, May.
- Sean Muller, 2012. "Econometric methods and Reichenbach's principle," SALDRU Working Papers 85, Southern Africa Labour and Development Research Unit, University of Cape Town.
- Niu, Yongzhi, 2010. "Taxpayers' Response to Warnings of a Possible Tax Audit: Do They Change Their Compliance Behavior?," MPRA Paper 25551, University Library of Munich, Germany.
- Breitmoser, Yves, 2013. "Estimation of social preferences in generalized dictator games," Economics Letters, Elsevier, vol. 121(2), pages 192-197.
- Bolle, Friedel & Breitmoser, Yves & Otto, Philipp E., 2011. "A positive theory of cooperative games: The logit core and its variants," MPRA Paper 32918, University Library of Munich, Germany.
- Michael P. Keane & Nada Wasi, 2013. "The Structure of Consumer Taste Heterogeneity in Revealed vs. Stated Preference Data," Economics Papers 2013-W10, Economics Group, Nuffield College, University of Oxford.
- David I. Stern, 2011. "From Correlation to Granger Causality," Crawford School Research Papers 1113, Crawford School of Public Policy, The Australian National University.
- Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2013. "Learning Models: An Assessment of Progress, Challenges and New Developments," Economics Papers 2013-W07, Economics Group, Nuffield College, University of Oxford.
- Michael P. Keane, 2013. "Panel data discrete choice models of consumer demand," Economics Papers 2013-W08, Economics Group, Nuffield College, University of Oxford.
- Thor O. Thoresen & Trine E. Vattø, 2013. "Validation of structural labor supply model by the elasticity of taxable income," Discussion Papers 738, Research Department of Statistics Norway.
- Économétrie in Wikipedia (French)
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