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Endogeneity and non-response bias in treatment evaluation : nonparametric identification of causal effects by instruments
Fricke, Hans; Frölich, Markus; Huber, Martin; Lechner, … - 2015
This paper proposes a nonparametric method for evaluating treatment effects in the presence of both treatment endogeneity and attrition/non-response bias, using two instrumental variables. Making use of a discrete instrument for the treatment and a continuous instrument for...
Persistent link: https://www.econbiz.de/10011348296
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Why do tougher caseworkers increase employment? : the role of programme assignment as a causal mechanism
Huber, Martin; Lechner, Michael; Mellace, Giovanni - 2014
Persistent link: https://www.econbiz.de/10010437535
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The finite sample performance of estimators for mediation analysis under sequential conditional independence
Huber, Martin; Lechner, Michael; Mellace, Giovanni - 2014
Persistent link: https://www.econbiz.de/10010437539
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Endogeneity and non-response bias in treatment evaluation : nonparametric identification of causal effects by instruments
Fricke, Hans; Frölich, Markus; Huber, Martin; Lechner, … - 2015
Persistent link: https://www.econbiz.de/10011409080
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Endogeneity and Non-Response Bias in Treatment Evaluation : Nonparametric Identification of Causal Effects by Instruments
Fricke, Hans - 2015
This paper proposes a nonparametric method for evaluating treatment effects in the presence of both treatment endogeneity and attrition/non-response bias, using two instrumental variables. Making use of a discrete instrument for the treatment and a continuous instrument for...
Persistent link: https://www.econbiz.de/10013013571
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The finite sample performance of estimators for mediation analysis under sequential conditional independence
Huber, Martin; Lechner, Michael; Mellace, Giovanni - In: Journal of business & economic statistics : JBES ; a … 34 (2016) 1, pp. 139-160
Persistent link: https://www.econbiz.de/10011691243
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Why do tougher caseworkers increase employment? : the role of program assignment as a causal mechanism
Huber, Martin; Lechner, Michael; Mellace, Giovanni - In: The review of economics and statistics 99 (2017) 1, pp. 180-183
Persistent link: https://www.econbiz.de/10011742036
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Causal pitfalls in the decomposition of wage gaps
Huber, Martin - In: Journal of business & economic statistics : JBES ; a … 33 (2015) 2, pp. 179-191
Persistent link: https://www.econbiz.de/10011390010
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Causal pitfalls in the decomposition of wage gaps
Huber, Martin - 2014
Persistent link: https://www.econbiz.de/10010242781