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The Loss in Efficiency from Using Grouped Data

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Author Info
Peter Gottschalk () (Boston College)
Kathleen M. Lang (Boston College)

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Abstract

We derive the efficiency loss from using grouped data to estimate coefficients of variables that vary across groups but not individuals within a group (e.g., state unemployment rates) when micro data are unavailable on the dependent variable. We present an empirical example of our theoretical results, and show that the efficiency loss in this application is small.

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File URL: http://fmwww.bc.edu/EC-P/wp289.pdf
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Publisher Info
Paper provided by Boston College Department of Economics in its series Boston College Working Papers in Economics with number 289..

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Length: 9 pages
Date of creation: Jun 1995
Date of revision:
Publication status: Published in Computational Economics, 9:4, 355-361.
Handle: RePEc:boc:bocoec:289

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Related research
Keywords: grouped data; relative efficiency;

Find related papers by JEL classification:
C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - General

References listed on IDEAS
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. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August. [Downloadable!] (restricted)
  2. Amemiya, Takeshi, 1978. "A Note on a Random Coefficients Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(3), pages 793-96, October. [Downloadable!] (restricted)
  3. Jonathan Gruber & Alan B. Krueger, 1991. "The Incidence of Mandated Employer-Provided Insurance: Lessons from Workers' Compensation Insurance," NBER Chapters, in: Tax Policy and the Economy, Volume 5, pages 111-144 National Bureau of Economic Research, Inc. [Downloadable!]
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