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Sequential matching estimation of dynamic causal models

Lechner, Michael (contributor) - 2004 - [Elektronische Ressource]

Persistent link: https://www.econbiz.de/10001943994

Sequential causal models for the evaluation of labor market programs

Lechner, Michael - In: Journal of business & economic statistics : JBES ; a … 27 (2009) 1, pp. 71-83

Persistent link: https://www.econbiz.de/10003805428

Sequential Matching Estimation of Dynamic Causal Models

Lechner, Michael - 2021

This paper proposes sequential matching and inverse selection probability weighting to estimate dynamic causal effects …. The sequential matching estimators extend simple, matching estimators based on propensity scores for static causal … estimators perform well in small and medium size samples. Based on the application of the sequential matching estimators to an …

Persistent link: https://www.econbiz.de/10013319454

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

Testing conditional independence in macroeconomic policy evaluation for time series data

Fang, Ying; Lin, Ming; Tang, Shengfang; Cai, Zongwu - 2021

Persistent link: https://www.econbiz.de/10012663950

Forecasted treatment effects

Botosaru, Irene; Giacomini, Raffaella; Weidner, Martin - 2023

We consider estimation and inference about the effects of a policy in the absence of a control group. We obtain unbiased estimators of individual (heterogeneous) treatment effects and a consistent and asymptotically normal estimator of the average treatment effects, based on forecasting...

Persistent link: https://www.econbiz.de/10014335601