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Estimating Equilibrium Models Of Sorting Across Locations

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Author Info
Patrick Bayer
Christopher Timmins

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Abstract

While there is growing interest in measuring the size and scope of local spillovers, it is well understood that such spillovers cannot be distinguished from unobservable local attributes using solely the observed location decisions of individuals or firms. We propose an empirical strategy for recovering estimates of spillovers in the presence of unobserved local attributes for a broadly applicable class of equilibrium sorting models. Our approach relies on an IV strategy derived from the internal logic of the sorting model itself. We show practically how the strategy is implemented, provide intuition for our instruments, discuss the role of effective choice-set variation in identifying the model, and carry-out a series of Monte Carlo simulations to demonstrate performance in small samples. Copyright 2007 The Author(s). Journal compilation Royal Economic Society 2007.

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File URL: http://www.blackwell-synergy.com/doi/abs/10.1111/j.1468-0297.2007.02021.x
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Publisher Info
Article provided by Royal Economic Society in its journal The Economic Journal.

Volume (Year): 117 (2007)
Issue (Month): 518 (03)
Pages: 353-374
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Handle: RePEc:ecj:econjl:v:117:y:2007:i:518:p:353-374

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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Ellickson, Paul & Misra, Sanjog, 2006. "Supermarket Pricing Strategies," Working Papers 06-02, Duke University, Department of Economics. [Downloadable!]
  2. Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2008. "Hedonic Price Functions: Guidance On Empirical Specification," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6555, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  3. Patrick Bayer & Stephen L. Ross, 2006. "Identifying Individual and Group Effects in the Presence of Sorting: A Neighborhood Effects Application," Working papers 2006-13, University of Connecticut, Department of Economics, revised Jan 2009. [Downloadable!]
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  4. Patrick Bayer & Christopher Timmins, 2003. "A Note on the Equilibrium Properties of Locational Sorting Models," Working Papers 861, Economic Growth Center, Yale University. [Downloadable!]
    Other versions:
  5. John Yinger, 2009. "Hedonic Markets and Explicit Demands: Bid-Function Envelopes for Public Services, Neighborhood Amenities, and Commuting Costs," Center for Policy Research Working Papers 114, Center for Policy Research, Maxwell School, Syracuse University. [Downloadable!]
  6. Christopher Timmins & Jennifer Murdock, 2006. "A Revealed Preference Approach to the Measurement of Congestion in Travel Cost Models," Working Papers tecipa-213, University of Toronto, Department of Economics. [Downloadable!]
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