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The effect of disability on labour market outcomes in Germany : evidence from matching
Lechner, Michael; Vazquez-Alvarez, Rosalia - 2003
status on labour market outcomes using matching methods associated with treatment effect techniques for program evaluation …
Persistent link: https://www.econbiz.de/10010261660
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Nonparametric IV Estimation of Local Average Treatment Effects with Covariates
Frölich, Markus - 2002
In this paper nonparametric instrumental variable estimation of local average treatment effects (LATE) is extended to incorporate confounding covariates. Estimation of local average treatment effects is appealing since their identification relies on much weaker assumptions than the...
Persistent link: https://www.econbiz.de/10010262665
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What is the Value of Knowing the Propensity Score for Estimating Average Treatment Effects?
Frölich, Markus - 2002
Propensity score matching is widely used in treatment evaluation to estimate average treatment effects. Nevertheless …
Persistent link: https://www.econbiz.de/10010262697
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Programme Evaluation with Multiple Treatments
Frölich, Markus - 2002
nonparametric matching and weighting estimators of the average treatment effects and their properties are examined. …
Persistent link: https://www.econbiz.de/10010262703
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A martingale representation for matching estimators
Abadie, Alberto; Imbens, Guido W. - 2009
Matching estimators are widely used in statistical data analysis. However, the distribution of matching estimators has … matching estimators. This representation allows the use of martingale limit theorems to derive the asymptotic distribution of … matching estimators. As an illustration of the applicability of the theory, we derive the asymptotic distribution of a matching …
Persistent link: https://www.econbiz.de/10010269062
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Bandwidth Selection and the Estimation of Treatment Effects with Unbalanced Data
Galdo, Jose; Smith, Jeffrey Andrew; Black, Dan - Institute for the Study of Labor (IZA) - 2007
using matching methods. Because precise estimation of the expected counterfactual is particularly important in regions …
Persistent link: https://www.econbiz.de/10005822100
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What is the Value of Knowing the Propensity Score for Estimating Average Treatment Effects?
Frölich, Markus - Institute for the Study of Labor (IZA) - 2002
Propensity score matching is widely used in treatment evaluation to estimate average treatment effects. Nevertheless …
Persistent link: https://www.econbiz.de/10005822913
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Programme Evaluation with Multiple Treatments
Frölich, Markus - Institute for the Study of Labor (IZA) - 2002
nonparametric matching and weighting estimators of the average treatment effects and their properties are examined. …
Persistent link: https://www.econbiz.de/10005566371
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Nonparametric IV Estimation of Local Average Treatment Effects with Covariates
Frölich, Markus - Institute for the Study of Labor (IZA) - 2002
In this paper nonparametric instrumental variable estimation of local average treatment effects (LATE) is extended to incorporate confounding covariates. Estimation of local average treatment effects is appealing since their identification relies on much weaker assumptions than the...
Persistent link: https://www.econbiz.de/10005566385
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A Martingale Representation for Matching Estimators
Abadie, Alberto; Imbens, Guido W. - Institute for the Study of Labor (IZA) - 2009
Matching estimators are widely used in statistical data analysis. However, the distribution of matching estimators has … matching estimators. This representation allows the use of martingale limit theorems to derive the asymptotic distribution of … matching estimators. As an illustration of the applicability of the theory, we derive the asymptotic distribution of a matching …
Persistent link: https://www.econbiz.de/10005566424