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estimation may still be consistent, while OLS will be inconsistent. We provide simulation as well as empirical evidence for this … evidence that non‐response is not ignorable for the differences-in-differences estimation …
Persistent link: https://www.econbiz.de/10013012023
semiparametric estimation and inference are traditionally believed to be unreliable. We also illustrate the practical relevance of …
Persistent link: https://www.econbiz.de/10013076810
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
“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
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
An important issue in the analysis of cross-sectional dependence which has received renewed interest in the past few years is the need for a better understanding of the extent and nature of such cross dependencies. In this paper we focus on measures of cross-sectional dependence and how such...
Persistent link: https://www.econbiz.de/10013110862
We propose a specification test for a wide range of parametric models for the conditional distribution function of an outcome variable given a vector of covariates. The test is based on the Cramer-von Mises distance between an unrestricted estimate of the joint distribution function of the data,...
Persistent link: https://www.econbiz.de/10013110184
We develop the case of two-stage least squares estimation (2SLS) in the general framework of Athey et al. (Generalized …
Persistent link: https://www.econbiz.de/10012825001
Participation in social programs is often misreported in survey data, complicating the estimation of the effects of …
Persistent link: https://www.econbiz.de/10012922463
Currently available asymptotic results in the literature suggest that matching estimators have higher variance than reweighting estimators. The extant literature comparing the finite sample properties of matching to specific reweighting estimators, however, has concluded that reweighting...
Persistent link: https://www.econbiz.de/10012764681