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Treatment evaluation in the presence of sample selection

Huber, Martin - 2009

Persistent link: https://www.econbiz.de/10003863050

Testing for covariate balance using quantile regression and resampling methods

Huber, Martin - 2010

Persistent link: https://www.econbiz.de/10008668305

Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting

Huber, Martin - 2012

Persistent link: https://www.econbiz.de/10009719896

Radius matching on the propensity score with bias adjustment : finite sample behaviour, tuning parameters and software implementation

Huber, Martin; Lechner, Michael; Steinmayr, Andreas - 2012

Persistent link: https://www.econbiz.de/10009719898

Identifying causal mechanisms (primarily) based on inverse probability weighting

Huber, Martin - In: Journal of applied econometrics 29 (2014) 6, pp. 920-943

Persistent link: https://www.econbiz.de/10010492759

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

This paper extends the evaluation of direct and indirect treatment effects, i.e., mediation analysis, to the case that outcomes are only partially observed due to sample selection or outcome attrition. We assume sequential conditional independence of the treatment and the mediator, i.e., the...

Persistent link: https://www.econbiz.de/10012404583