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1by Frölich, Markus Melly, Blaise Published in Journal of business & economic statistics (01.07.2013)“...This article develops estimators for unconditional quantile treatment effects when the treatment selection is endogenous. We use an instrumental variable (IV)...”
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2by MARTIN HUBER BLAISE MELLY Published in Journal of applied econometrics (Chichester, England) (01.11.2015)“...Identification in most sample selection models depends on the independence of the regressors and the error terms conditional on the selection probability. All...”
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3by Frandsen, Brigham R Frölich, Markus Melly, Blaise Published in Journal of econometrics (01.06.2012)“...We introduce a nonparametric estimator for local quantile treatment effects in the regression discontinuity (RD) design. The procedure uses local distribution...”
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4by Melly, Blaise Published in Empirical economics (01.09.2005)“...This paper measures and decomposes the differences in earnings distributions between public sector and private sector employees in Germany for the years...”
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5“...Counterfactual distributions are important ingredients for policy analysis and decomposition analysis in empirical economics. In this article, we develop...”
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6“...Traditional instrumental variable estimators do not generally estimate effects for the treated population but for the unobserved population of compliers. On...”
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7“...With the increase in national debts, pay freezes are imposed for several years in the public sector of some countries, at the risk of decreasing the quality of...”
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8by Chernozhukov, Victor Fernández-Val, Iván Melly, Blaise Wüthrich, Kaspar Published in Journal of the American Statistical Association (02.01.2020)“...Quantile and quantile effect (QE) functions are important tools for descriptive and causal analysis due to their natural and intuitive interpretation. Existing...”
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9by Melly, Blaise Published in Labour economics (2005)“...This paper proposes a semiparametric estimator of distribution functions in the presence of covariates. The method is based on the estimation of the...”
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10“...Counterfactual distributions are important ingredients for policy analysis and decomposition analysis in empirical economics. In this article, we develop...”
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12by Blaise Melly Patrick A. Puhani Published in Journal of the European Economic Association (01.08.2013)“...Do public sector firm ownership and lack of competition matter for wages and employment? To address this question, we consider a large public-sector company...”
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13by Chernozhukov, Victor Fernández-Val, Iván Melly, Blaise Published in Empirical economics (12.07.2020)
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14“...In this article, we discuss the implementation of various estimators proposed to estimate quantile treatment effects. We distinguish four cases involving...”
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17“...Most sample selection models assume that the errors are independent of the regressors. Under this assumption, all quantile and mean functions are parallel,...”
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19“...This paper shows nonparametric identification of quantile treatment effects (QTE) in the regression discontinuity design. The distributional impacts of social...”