Publications

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Decomposition of differences in distribution using quantile regression, Labour Economics, 12(4), 577-590, 2005. Internet appendix Stata commands R codes

Public-private sector wage differentials in Germany: evidence from quantile regression, Empirical Economics, 30(2), 505-520, 2005

Estimation of quantile treatment effects with Stata, Stata Journal, 10(3), 423-457, 2010; with. Stata commands

Quantile treatments effects in the regression discontinuity design, Journal of Econometrics, 168, 382-395, 2012; with Brigham Frandsen and Markus Frölich. Earlier version Stata command

Identification of treatment effects on the treated with one-sided non-compliance, Econometric Reviews, 32, 384-414, with Markus Frölich

Do Public Ownership and Lack of Competition Matter for Wages and Employment? – Evidence from Personnel Records of a Privatized Firm, Journal of the European Economic Association, forthcoming; with Patrick Puhani. Appendix

Inference on counterfactual distributions, Econometrica, forthcoming; with Victor Chernozhukov and Iván Fernández-Val. Appendix Stata commands

Unconditional quantile treatment effects under endogeneity, conditionally accepted by the Journal of Business and Economic Statistics, with Markus Frölich. Early version Stata commands R codes

Working Papers

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A test of the conditional independence assumption in sample selection models, with Martin Huber. R codes

Partial identification of wage effects of training programs, with Michael Lechner. Technical appendix Simulations

PhD Thesis

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Applied quantile regression

Chapter 1: Estimation of counterfactual distributions using quantile regression (not to be submitted, replaced by “Inference on counterfactual distributions”). Stata commands R codes

Chapter 2: Decomposition of differences in distribution using quantile regression

Chapter 3: Public and private sector wage distributions controlling for endogenous sector choice