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Correcting Standard Errors in Two-stage Estimation Procedures with Generated Regressands

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Author Info
Michel Dumont
Glenn Rayp
Olivier Thas
Peter Willemé

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Abstract

Feenstra and Hanson [NBER Working Paper No. 6052 (1997)] propose a procedure to correct the standard errors in a two-stage regression with generated dependent variables. Their method has subsequently been used in two-stage mandated wage models [Feenstra and Hanson, "Quarterly Journal of Economics" (1999) Vol. 114, pp. 907-940; Haskel and Slaughter, "The Economic Journal" (2001) Vol. 111, pp. 163-187; "Review of International Economics" (2003) Vol. 11, pp. 630-650] and for the estimation of the sector bias of skill-biased technological change [Haskel and Slaughter, "European Economic Review" (2002) Vol. 46, pp. 1757-1783]. Unfortunately, the proposed correction is negatively biased (sometimes even resulting in negative estimated variances) and therefore leads to overestimation of the inferred significance. We present an unbiased correction procedure and apply it to the models reported by Feenstra and Hanson (1999)and Haskel and Slaughter (2002). Copyright 2005 Blackwell Publishing Ltd.

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Article provided by Department of Economics, University of Oxford in its journal Oxford Bulletin of Economics & Statistics.

Volume (Year): 67 (2005)
Issue (Month): 3 (06)
Pages: 421-433
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Handle: RePEc:bla:obuest:v:67:y:2005:i:3:p:421-433

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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. Haskel, Jonathan & Slaughter, Matthew, 1999. "Trade, Technology and UK Wage Inequality," CEPR Discussion Papers 2091, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  2. Haskel, Jonathan E. & Slaughter, Matthew J., 2002. "Does the sector bias of skill-biased technical change explain changing skill premia?," European Economic Review, Elsevier, vol. 46(10), pages 1757-1783, December. [Downloadable!] (restricted)
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(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. Ludo Cuyvers & Michel Dumont & Glenn Rayp & Katrien Stevens, 2003. "Wage and employment effects in the EU of international trade with the emerging economies," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 139(2), pages 248-275, June. [Downloadable!] (restricted)
  2. D. Van Den Poel, 2003. "Predicting Mail-Order Repeat Buying: Which Variables Matter?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 03/191, Ghent University, Faculty of Economics and Business Administration. [Downloadable!]
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