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Direct and indirect effects under sample selection and outcome attrition
Huber, Martin; Solovyeva, Anna - In: Econometrics : open access journal 8 (2020) 4/44, pp. 1-25
outcomes are only partially observed due to sample selection or outcome attrition. We assume sequential conditional … missing at random or instrumental variable assumptions on the outcome attrition process. Under these conditions, we derive …
Persistent link: https://www.econbiz.de/10012404583
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Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting
Hsu, Yu-Chin; Huber, Martin; Lai, Tsung-Chih - In: Journal of econometric methods 8 (2019) 1, pp. 1-20
Persistent link: https://www.econbiz.de/10012022995
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Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting
Hsu, Yu-Chin; Huber, Martin; Lai, Tsung-Chih - 2017
Persistent link: https://www.econbiz.de/10011741783
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Direct and indirect effects under sample selection and outcome attrition
Huber, Martin; Solovyeva, Anna - In: Econometrics 8 (2020) 4, pp. 1-25
outcomes are only partially observed due to sample selection or outcome attrition. We assume sequential conditional … missing at random or instrumental variable assumptions on the outcome attrition process. Under these conditions, we derive …
Persistent link: https://www.econbiz.de/10012696307
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Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition
Huber, Martin; Lafférs, Lukás - 2020
Persistent link: https://www.econbiz.de/10012260350
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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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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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Identification of average treatment effects in social experiments under different forms of attrition
Huber, Martin - 2010
Persistent link: https://www.econbiz.de/10009240319
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Direct and indirect effects based on changes-in-changes
Huber, Martin; Schelker, Mark; Strittmatter, Anthony - 2019
Persistent link: https://www.econbiz.de/10012138344
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The finite sample performance of estimators for mediation analysis under sequential conditional independence
Huber, Martin; Mellace, Giovanni; Lechner, Michael - School of Economics and Political Science, Universität … - 2014
Using a comprehensive simulation study based on empirical data, this paper investigates the finite sample properties of different classes of parametric and semi-parametric estimators of (natural or pure) direct and indirect causal effects used in mediation analysis under sequential conditional...
Persistent link: https://www.econbiz.de/10011093335