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due to mismeasured variables. We consider sample merger by matching on identifiers that may be imperfect in the case that …
Persistent link: https://www.econbiz.de/10014024940
This paper compares the inverse-probability-of-selection-weighting estimation principle with the matching principle and … derives conditions for weighting and matching to identify the same and the true distribution, respectively. This comparison …
Persistent link: https://www.econbiz.de/10012728898
Hahn [Hahn, J. (1998). On the role of the propensity score in efficient semiparametric estimation of average treatment effects. Econometrica 66:315-331] derived the semiparametric efficiency bounds for estimating the average treatment effect (ATE) and the average treatment effect on the treated...
Persistent link: https://www.econbiz.de/10009279879
status on labour market outcomes using matching methods associated with treatment effect techniques for program evaluation …
Persistent link: https://www.econbiz.de/10010261660
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
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/10003826104
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/10012764230
We study estimation and non-parametric identification of preferences in two-sided matching markets using data from a … other that does not use information available in many-to-one matching. We also prove consistency of a method of moments … estimator for a parametric model under a data generating process in which the size of the matching market increases, but data …
Persistent link: https://www.econbiz.de/10013063240
status on labour market outcomes using matching methods associated with treatment effect techniques for program evaluation …
Persistent link: https://www.econbiz.de/10013319583
This paper compares the inverse-probability-of-selection-weighting estimation principle with the matching principle and … derives conditions for weighting and matching to identify the same and the true distribution, respectively. This comparison …
Persistent link: https://www.econbiz.de/10005200691