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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 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

IPW estimation and related estimators for evaluation of active labor market policies in a dynamic setting

Vikström, Johan - 2014

work practice program. The IPW estimator is compared with related estimators. One conclusion is that the matching estimator …

Persistent link: https://www.econbiz.de/10010230548

Identification and estimation of distributional impacts of interventions using changes in inequality measures

Firpo, Sergio - 2010

This paper presents semiparametric estimators of distributional impacts of interventions (treatment) when selection to the program is based on observable characteristics. Distributional impacts of a treatment are calculated as differences in inequality measures of the potential outcomes of...

Persistent link: https://www.econbiz.de/10003944723

Testing for Nonparametric Identification of Causal Effects in the Presence of a Quasi-Instrument

DeLuna, Xavier - 2012

The identification of average causal effects of a treatment in observational studies is typically based either on the unconfoundedness assumption or on the availability of an instrument. When available, instruments may also be used to test for the unconfoundedness assumption (exogeneity of the...

Persistent link: https://www.econbiz.de/10013104053

Testing for nonparametric identification of causal effects in the presence of a quasi-instrument

DeLuna, Xavier; Johansson, Per-Olov - 2012

Persistent link: https://www.econbiz.de/10009554447

Testing for nonparametric identification of causal effects in the presence of a quasi-instrument

DeLuna, Xavier; Johansson, Per-Olov - 2012

Persistent link: https://www.econbiz.de/10009558957

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

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/10011492188