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Two-Stage Precision-Effect Estimation and Heckman Meta-Regression for Publication Selection Bias

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Author Info
T.D. Stanley ()

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Abstract

This study offers a simple meta-regression method for estimating genuine empirical effects in research literatures tainted by publication selection. Two-stage precision-effect (PETS) corrects for the misspecification of conventional meta-regression models and provides a viable strategy for estimating empirical economic effects.

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File URL: http://www.deakin.edu.au/buslaw/aef/workingpapers/papers/2006-25eco.pdf
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Publisher Info
Paper provided by Deakin University, Faculty of Business and Law, School of Accounting, Economics and Finance in its series Economics Series with number 2006_25.

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Date of creation: 30 Oct 2006
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Handle: RePEc:dkn:econwp:eco_2006_25

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Related research
Keywords: Meta-regression analysis; publication bias; Heckman regression; sample selection;

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Find related papers by JEL classification:
C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Estimation
B40 - Schools of Economic Thought and Methodology - - Economic Methodology - - - General

References listed on IDEAS
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  1. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
    Other versions:
  2. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January. [Downloadable!] (restricted)
  3. T. D. Stanley, 2008. "Meta-Regression Methods for Detecting and Estimating Empirical Effects in the Presence of Publication Selection," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(1), pages 103-127, 02. [Downloadable!] (restricted)
    Other versions:
  4. T. D. Stanley & Stephen B. Jarrell, 2005. "Meta-Regression Analysis: A Quantitative Method of Literature Surveys," Journal of Economic Surveys, Blackwell Publishing, vol. 19(3), pages 299-308, 07. [Downloadable!] (restricted)
    Other versions:
  5. repec:fth:prinin:425 is not listed on IDEAS
  6. Mookerjee, Rajen, 2006. "A meta-analysis of the export growth hypothesis," Economics Letters, Elsevier, vol. 91(3), pages 395-401, June. [Downloadable!] (restricted)
  7. T.D Stanley & Hristos Doucouliagos, 2007. "Identifying and Correcting Publication Selection Bias in the Efficiency-Wage Literature: Heckman Meta-Regression," Economics Series 2007_11, Deakin University, Faculty of Business and Law, School of Accounting, Economics and Finance. [Downloadable!]
  8. De Long, J Bradford & Lang, Kevin, 1992. "Are All Economic Hypotheses False?," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1257-72, December. [Downloadable!] (restricted)
    Other versions:
  9. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Blackwell Publishing, vol. 19(3), pages 309-345, 07. [Downloadable!] (restricted)
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