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Using Price Distributions to Estimate Search Costs

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Author Info
Han Hong () (Duke University)
Matthew Shum () (Johns Hopkins University)

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Abstract

We show how the equilibrium restrictions implied by standard search models can be used to estimate search-cost distributions using price data alone. We consider both sequential and nonsequential search strategies, and develop estimation methodologies that exploit equilibrium restrictions to recover estimates of search-cost heterogeneity that are theoretically consistent with the search models. We illustrate the methods using online prices for several economics and statistics textbooks. Ordering information: This article can be ordered from http://gemini.econ.umd.edu/cgi-bin/rje_online.cgi?action=buy&year=2006&issue=sum&page=257&tid=30492&sc=1869P1N9.

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Publisher Info
Article provided by The RAND Corporation in its journal RAND Journal of Economics.

Volume (Year): 37 (2006)
Issue (Month): 2 (Summer)
Pages: 257-275
Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Handle: RePEc:rje:randje:v:37:y:2006:2:p:257-275

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  1. Sailer, Katharina, 2006. "Searching the eBay Marketplace," Discussion Papers in Economics 1234, University of Munich, Department of Economics. [Downloadable!]
    Other versions:
  2. Giulietti, Monica & Otero, Jesus & Waterson, Michael, 2007. "Pricing behaviour under competition in the UK electricity supply industry," The Warwick Economics Research Paper Series (TWERPS) 790, University of Warwick, Department of Economics. [Downloadable!]
  3. Maarten C.W. Janssen & José Luis Moraga-González, 2007. "On Mergers in Consumer Search Markets," Tinbergen Institute Discussion Papers 07-054/1, Tinbergen Institute. [Downloadable!]
  4. Matthijs R Wildenbeest, 2009. "An Empirical Model of Search with Vertically Differentiated Products," Working Papers 2009-01, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy. [Downloadable!]
  5. Babur De los Santos & Ali Hortacsu & Matthijs R. Wildenbeest, 2009. "Testing Models of Consumer Search using Data on Web Browsing and Purchasing Behavior," Working Papers 2009-05, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy. [Downloadable!]
  6. José Luis Moraga-González & Zsolt Sándor & Matthijs R. Wildenbeest, 2008. "Nonparametric Estimation of the Costs of Non-Sequential Search," Tinbergen Institute Discussion Papers 07-102/1, Tinbergen Institute. [Downloadable!]
    Other versions:
  7. Gautier, Pieter A & Moraga-González, José-Luis & Wolthoff, Ronald, 2007. "Structural Estimation of Search Intensity: Do Non-Employed Workers Search Enough?," CEPR Discussion Papers 6440, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
  8. Michael T. Rauh, 2006. "Strategic Complementarities and Search Market Equilibrium," Working Papers 2006-01, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy. [Downloadable!]
  9. Yoonhee Tina Chang & Catherine Waddams Price, 2008. "Gain or Pain: Does Consumer Activity Reflect Utility Maximisation?," Working Papers 08-15, Centre for Competition Policy, University of East Anglia. [Downloadable!]
  10. Alfredo Martín-Oliver & Vicente Salas-Fumás & Jesús Saurina, 2008. "Search cost and price dispersion in vertically related markets: the case of bank loans and deposits," Banco de España Working Papers 0825, Banco de España. [Downloadable!]
  11. Ian McCarthy, 2008. "Simulating Sequential Search Models with Genetic Algorithms: Analysis of Price Ceilings, Taxes, Advertising and Welfare," Caepr Working Papers 2008-010, Center for Applied Economics and Policy Research, Economics Department, Indiana University Bloomington. [Downloadable!]
  12. Anindya Ghose & Bin Gu, 2006. "Search Costs, Demand Structure and Long Tail in Electronic Markets: Theory and Evidence," Working Papers 06-19, NET Institute, revised Oct 2006. [Downloadable!]
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This page was last updated on 2009-11-13.


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