Correcting Standard Errors in Two-stage Estimation Procedures with Generated Regressands
AbstractFeenstra 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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Bibliographic InfoArticle provided by Department of Economics, University of Oxford in its journal Oxford Bulletin of Economics & Statistics.
Volume (Year): 67 (2005)
Issue (Month): 3 (06)
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Other versions of this item:
- M. Dumont & G. Rayp & P. Willemé & O. Thas, 2003. "Correcting Standard Errors in Two-Stage Estimation Procedures with Generated Regressands," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 03/172, Ghent University, Faculty of Economics and Business Administration.
- C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
- C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
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- Haskel, Jonathan & Slaughter, Matthew J, 2001.
"Trade, Technology and U.K. Wage Inequality,"
Royal Economic Society, vol. 111(468), pages 163-87, January.
- Haskel, Jonathan & Slaughter, Matthew, 1999. "Trade, Technology and UK Wage Inequality," CEPR Discussion Papers 2091, C.E.P.R. Discussion Papers.
- Jonathan Haskel & Matthew J. Slaughter, 1999. "Trade, Technology and U.K. Wage Inequality," NBER Working Papers 6978, National Bureau of Economic Research, Inc.
- 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.
- Aslihan Arslan & J. Edward Taylor, 2008. "Farmers' Subjective Valuation of Subsistence Crops: The Case of Traditional Maize in Mexico," Kiel Working Papers 1457, Kiel Institute for the World Economy.
- D. Van den Poel, 2003.
"Predicting Mail-Order Repeat Buying. Which Variables Matter?,"
Review of Business and Economics,
Katholieke Universiteit Leuven, Faculteit Economie en Bedrijfswetenschappen, vol. 0(3), pages 371-404.
- 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.
- Linda S. Goldberg & Christian Grisse, 2013.
"Time variation in asset price responses to macro announcements,"
2013-11, Swiss National Bank.
- Linda S. Goldberg & Christian Grisse, 2013. "Time variation in asset price responses to macro announcements," Staff Reports 626, Federal Reserve Bank of New York.
- Linda S. Goldberg & Christian Grisse, 2013. "Time Variation in Asset Price Responses to Macro Announcements," NBER Working Papers 19523, National Bureau of Economic Research, Inc.
- Yilmazkuday, Hakan, 2009. "Is the Armington Elasticity Really Constant across Importers?," MPRA Paper 15954, University Library of Munich, Germany.
- Dumont, Michel & Rayp, Glenn & Willemé, Peter, 2012. "The bargaining position of low-skilled and high-skilled workers in a globalising world," Labour Economics, Elsevier, vol. 19(3), pages 312-319.
- Aslihan Arslan, 2008. "Shadow vs. market prices in explaining land allocation: Subsistence maize cultivation in rural Mexico," Kiel Working Papers 1469, Kiel Institute for the World Economy.
- 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.
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