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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

Dynamic treatment assignment : the consequences for evaluations using observational data

Fredriksson, Peter (contributor); … - 2004 - [Elektronische Ressource]

Persistent link: https://www.econbiz.de/10001953314

Policy discontinuity and duration outcomes

Berg, Gerard J. van den; Bozio, Antoine; Dias, Mónica Costa - 2015

Causal effects of a policy change on hazard rates of a duration outcome variable are not identified from a comparison of spells before and after the policy change, if there is unobserved heterogeneity in the effects and no model structure is imposed. We develop a discontinuity approach that...

Persistent link: https://www.econbiz.de/10010530519

Policy discontinuity and duration outcomes

Berg, Gerard J. van den; Bozio, Antoine; Dias, Mónica Costa - 2018

Causal effects of a policy change on the hazard rates of a duration outcome variable are not identified from a comparison of spells before and after the policy change when there is unobserved heterogeneity in the effects and no model structure is imposed. We develop a discontinuity approach that...

Persistent link: https://www.econbiz.de/10011817634

Policy discontinuity and duration outcomes

Berg, Gerard J. van den; Bozio, Antoine; Dias, Mónica Costa - 2013

A comparison of hazard rates of duration outcomes before and after policy changes is hampered by non-identification if there is unobserved heteogeneity in the effects and no model structure is imposed. We develop a discontinuity approach that overcomes this by exploiting variation in the moment...

Persistent link: https://www.econbiz.de/10010187954

Policy discontinuity and duration outcomes

Berg, Gerard J. van den; Bozio, Antoine; Dias, Mónica Costa - 2014

Persistent link: https://www.econbiz.de/10010403911

Policy discontinuity and duration outcomes

Berg, Gerard J. van den; Bozio, Antoine; Dias, Mónica Costa - In: Quantitative economics : QE ; journal of the … 11 (2020) 3, pp. 871-916

Causal effects of a policy change on hazard rates of a duration outcome variable are not identified from a comparison of spells before and after the policy change if there is unobserved heterogeneity in the effects and no model structure is imposed. We develop a discontinuity approach that...

Persistent link: https://www.econbiz.de/10012315701

Nonparametric instrumental variable methods for dynamic treatment evaluation

Berg, Gerard J. van den; Bonev, Petyo; Mammen, Enno - 2016

We develop a nonparametric instrumental variable approach for the estimation of average treatment effects on hazard rates and conditional survival probabilities, without model structure. We derive constructive identification proofs for average treatment effects under noncompliance and dynamic...

Persistent link: https://www.econbiz.de/10011453442

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