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We develop a nonparametric instrumental variable approach for the estimation of average treatment effects on hazard …
Persistent link: https://www.econbiz.de/10012997421
variable (IV) estimation. We show that tests for treatment effects, selection bias, and treatment effect heterogeneity are …
Persistent link: https://www.econbiz.de/10013154481
Instrumental variables estimates of the effect of military service on subsequent civilian earnings either omit schooling or treat it as exogenous. In a more general setting that also allows for the treatment of schooling as endogenous, we estimate the veteran effect for men who were born between...
Persistent link: https://www.econbiz.de/10013158877
In this paper, we employ a partially linear nonparametric additive regression estimator, with recent U.S. Current Population Survey data, to analyze returns to schooling. Similar to previous research, we find that blacks and Hispanics have higher rates of return on average. However, for married...
Persistent link: https://www.econbiz.de/10013039569
“Inequality Treatment Effects” (ITE). The estimation procedure involves a first non-parametric step in which the probability of …
Persistent link: https://www.econbiz.de/10013146176
This paper analyzes the impact of load factor, facility and generator types on the productivity of Korean electric power plants. In order to capture important differences in the effect of load policy on power output, we use a semiparametric smooth coefficient (SPSC) model that allows us to model...
Persistent link: https://www.econbiz.de/10013084669
semiparametric estimation and inference are traditionally believed to be unreliable. We also illustrate the practical relevance of …
Persistent link: https://www.econbiz.de/10013076810
. We also show that including covariates in the estimation is not only necessary for consistency when the instrumental …
Persistent link: https://www.econbiz.de/10013324857
endogeneity and attrition/non-response bias, using two instrumental variables. Making use of a discrete instrument for the …
Persistent link: https://www.econbiz.de/10013013571
In this paper we study the finite sample and asymptotic properties of various weighting estimators of the local average treatment effect (LATE), several of which are based on Abadie (2003)'s kappa theorem. Our framework presumes a binary endogenous explanatory variable ("treatment") and a binary...
Persistent link: https://www.econbiz.de/10014083732