Showing 1 - 10 of 196
This paper formulates a likelihood-based estimator for a double index, semiparametric binary response equation. A novel feature of this estimator is that it is based on density estimation under local smoothing. While the proofs differ from those based on alternative density estimators, the...
Persistent link: https://www.econbiz.de/10013317368
In regression discontinuity design (RD), for a given bandwidth, researchers can estimate standard errors based on …
Persistent link: https://www.econbiz.de/10012917093
In February 2015, the editors of eight health economics journals sent out an editorial statement which aims to reduce the extent of specification searching and reminds referees to accept studies that: "have potential scientific and publication merit regardless of whether such studies' empirical...
Persistent link: https://www.econbiz.de/10012864882
The paper investigates the effects of nursing overtime on nosocomial infections and medical accidents in a neonatal intensive care unit (NICU). The literature lacks clear evidence on this issue and we conjecture that this may be due to empirical and methodological factors. We thus focus on a...
Persistent link: https://www.econbiz.de/10012838501
Prior empirical research on the theoretically proposed interaction between the quantity and the quality of children builds on exogenous variation in family size due to twin births and focuses on human capital outcomes. The typical finding can be described as a statistically nonsignificant...
Persistent link: https://www.econbiz.de/10013057041
In this article we overview nonparametric (spline and kernel) regression methods and illustrate how they may be used in …
Persistent link: https://www.econbiz.de/10012907832
This paper offers some new directions in the analysis of nonparamertric models with exogenous treatment assignment. The nonparametric approach opens the door to the examination of potentially different distributed outcomes. When combined with cross-validation, it also identifies potentially...
Persistent link: https://www.econbiz.de/10013099687
This paper shows nonparametric identification of quantile treatment effects (QTE) in the regression discontinuity …-dimensional nonparametric regression. We apply the proposed estimators to estimate the effects of summer school on the distribution of school …
Persistent link: https://www.econbiz.de/10013069679
In this paper we consider nonparametric estimation of a structural equation model under full additivity constraint. We propose estimators for both the conditional mean and gradient which are consistent, asymptotically normal, oracle efficient and free from the curse of dimensionality. Monte...
Persistent link: https://www.econbiz.de/10013054589
This paper proposes new ℓ1-penalized quantile regression estimators for panel data, which explicitly allows for …
Persistent link: https://www.econbiz.de/10013061929