IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/55136.html
   My bibliography  Save this paper

Introduction to the JBES Special Issue on Structural Estimation in Applied Microeconomics

Author

Listed:
  • Keane, Michael
  • Wolpin, Kenneth

Abstract

In the introduction to the special issue, we discusses the important role of economic theory in drawing inferences about behavior from data. The papers in the special issue represent several different approaches to theory-based empirical analysis, ranging from "full solution" methods to the estimation of "approximate reduced-form decision rules." We contrast these various approaches to estimation.

Suggested Citation

  • Keane, Michael & Wolpin, Kenneth, 1997. "Introduction to the JBES Special Issue on Structural Estimation in Applied Microeconomics," MPRA Paper 55136, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:55136
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/55136/1/MPRA_paper_55136.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wolpin, Kenneth I, 1996. "Public-Policy Uses of Discrete-Choice Dynamic Programming Models," American Economic Review, American Economic Association, vol. 86(2), pages 427-432, May.
    2. David A. Wise, 1992. "Introduction to "Topics in the Economics of Aging"," NBER Chapters, in: Topics in the Economics of Aging, pages 1-19, National Bureau of Economic Research, Inc.
    3. Keane, Michael P & Wolpin, Kenneth I, 1994. "The Solution and Estimation of Discrete Choice Dynamic Programming Models by Simulation and Interpolation: Monte Carlo Evidence," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 648-672, November.
    4. Angrist, Joshua D, 1995. "Introduction to the JBES Symposium on Program and Policy Evaluation," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 133-136, April.
    5. Tülin Erdem & Michael P. Keane, 1996. "Decision-Making Under Uncertainty: Capturing Dynamic Brand Choice Processes in Turbulent Consumer Goods Markets," Marketing Science, INFORMS, vol. 15(1), pages 1-20.
    6. David A. Wise, 1992. "Topics in the Economics of Aging," NBER Books, National Bureau of Economic Research, Inc, number wise92-1, July.
    7. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Del Boca, Daniela & Sauer, Robert M., 2009. "Life cycle employment and fertility across institutional environments," European Economic Review, Elsevier, vol. 53(3), pages 274-292, April.
    2. Winter, Joachim, 1997. "Ökonometrische Analyse diskreter dynamischer Entscheidungsprozesse," Sonderforschungsbereich 504 Publications 99-27, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    3. Bernard Fortin & Nicolas Jacquemet & Bruce Shearer, 2008. "Policy Analysis in Health-Services Market: Accounting for Quality and Quantity," Annals of Economics and Statistics, GENES, issue 91-92, pages 293-319.
    4. Chemla, Gilles & Hennessy, Christopher, 2019. "Equilibrium Counterfactuals," CEPR Discussion Papers 14146, C.E.P.R. Discussion Papers.
    5. Gilles Chemla & Christopher Hennessy, 2021. "Equilibrium Counterfactuals," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(2), pages 639-669, May.
    6. Yasutora Watanabe, 2008. "Ministerial Weights and Government Formation: Estimation Using a Bargaining Model," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 24(1), pages 95-119, May.
    7. Keane, Michael P., 2010. "Structural vs. atheoretic approaches to econometrics," Journal of Econometrics, Elsevier, vol. 156(1), pages 3-20, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Aguirregabiria, Victor & Mira, Pedro, 2010. "Dynamic discrete choice structural models: A survey," Journal of Econometrics, Elsevier, vol. 156(1), pages 38-67, May.
    2. Barbara Berkel & Axel Börsch-Supan, 2004. "Pension Reform in Germany: The Impact on Retirement Decisions," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 60(3), pages 393-421, September.
    3. Michael P. Keane, 2015. "Effects Of Permanent And Transitory Tax Changes In A Life‐Cycle Labor Supply Model With Human Capital," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56, pages 485-503, May.
    4. Kristensen, Dennis & Mogensen, Patrick K. & Moon, Jong Myun & Schjerning, Bertel, 2021. "Solving dynamic discrete choice models using smoothing and sieve methods," Journal of Econometrics, Elsevier, vol. 223(2), pages 328-360.
    5. Andrew Ching & Susumu Imai & Masakazu Ishihara & Neelam Jain, 2012. "A practitioner’s guide to Bayesian estimation of discrete choice dynamic programming models," Quantitative Marketing and Economics (QME), Springer, vol. 10(2), pages 151-196, June.
    6. Geweke, J. & Joel Horowitz & Pesaran, M.H., 2006. "Econometrics: A Bird’s Eye View," Cambridge Working Papers in Economics 0655, Faculty of Economics, University of Cambridge.
    7. Rob Euwals & Daniel Vuuren & Ronald Wolthoff, 2010. "Early Retirement Behaviour in the Netherlands: Evidence From a Policy Reform," De Economist, Springer, vol. 158(3), pages 209-236, September.
    8. Rolf Aaberge & Ugo Colombino, 2014. "Labour Supply Models," Contributions to Economic Analysis, in: Handbook of Microsimulation Modelling, volume 127, pages 167-221, Emerald Group Publishing Limited.
    9. Erdem, Tulin & Broniarczyk, Susan & Charavarti, Dipankar & Kapferer, Jean-Noel & Keane, Michael & Roberts, John & Steenkamp, Jan-Benedict & Swait, Joffre & Zettelmeyer, Florian, 1999. "Brand Equity, Consumer Learning and Choice," MPRA Paper 53022, University Library of Munich, Germany.
    10. Michael P. Keane, 2015. "Effects Of Permanent And Transitory Tax Changes In A Life‐Cycle Labor Supply Model With Human Capital," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(2), pages 485-503, May.
    11. John Rust & Christopher Phelan, 1997. "How Social Security and Medicare Affect Retirement Behavior in a World of Incomplete Markets," Econometrica, Econometric Society, vol. 65(4), pages 781-832, July.
    12. Andriy Norets, 2009. "Inference in Dynamic Discrete Choice Models With Serially orrelated Unobserved State Variables," Econometrica, Econometric Society, vol. 77(5), pages 1665-1682, September.
    13. Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2017. "Empirical Models of Learning Dynamics: A Survey of Recent Developments," International Series in Operations Research & Management Science, in: Berend Wierenga & Ralf van der Lans (ed.), Handbook of Marketing Decision Models, edition 2, chapter 0, pages 223-257, Springer.
    14. David A. Wise, 1996. "Introduction to "Advances in the Economics of Aging"," NBER Chapters, in: Advances in the Economics of Aging, pages 1-8, National Bureau of Economic Research, Inc.
    15. Yan Huang & Param Vir Singh & Kannan Srinivasan, 2014. "Crowdsourcing New Product Ideas Under Consumer Learning," Management Science, INFORMS, vol. 60(9), pages 2138-2159, September.
    16. Michele Belloni & Rob Alessie, 2013. "Retirement Choices in Italy: What an Option Value Model Tells Us," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(4), pages 499-527, August.
    17. Song Lin & Juanjuan Zhang & John R. Hauser, 2015. "Learning from Experience, Simply," Marketing Science, INFORMS, vol. 34(1), pages 1-19, January.
    18. de Bresser, Jochem, 2021. "Evaluating the Accuracy of Counterfactuals The Role of Heterogeneous Expectations in Life Cycle Models," Other publications TiSEM a7e2b4d8-fed0-4e86-926f-d, Tilburg University, School of Economics and Management.
    19. Sánchez Mangas, Rocío, 2001. "Estimation of a dynamic discrete choice model of irreversible investment," DES - Working Papers. Statistics and Econometrics. WS ws015628, Universidad Carlos III de Madrid. Departamento de Estadística.
    20. Hans Bloemen & Stefan Hochguertel & Jochem Zweerink, 2019. "The Effect Of Incentive‐Induced Retirement On Spousal Retirement Rates: Evidence From A Natural Experiment," Economic Inquiry, Western Economic Association International, vol. 57(2), pages 910-930, April.

    More about this item

    Keywords

    structural estimation; theory based empirical analysis; reduced form; approximate decision rule;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:55136. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.