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Regression analyses of cross-country economic growth data are complicated by two main forms of model uncertainty: the uncertainty in selecting explanatory variables and the uncertainty in specifying the functional form of the regression function. Most discussions in the literature address these...
Persistent link: https://www.econbiz.de/10011382708
This paper focuses on the relation between the onset of disability and employment outcomes. We develop an event history … observed disability rates result from gradual deteriorations in health. We find no direct effect of health shocks on employment … the employment rate at age 40 with around 21 percentage points. Our results show that early childhood conditions are …
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We study the problem of selecting the optimal functional form among a set of non-nested nonlinear mean functions for a semiparametric kernel based regression model. To this end we consider Rissanen's minimum description length (MDL) principle. We prove the consistency of the proposed MDL...
Persistent link: https://www.econbiz.de/10011374398
In this paper two kernel-based nonparametric estimators are proposed for estimating the components of an additive quantile regression model. The first estimator is a computationally convenient approach which can be viewed as a viable alternative to the method of De Gooijer and Zerom (2003). By...
Persistent link: https://www.econbiz.de/10011379443
pseudo consistency of the parameter estimation under the existing parametric regression model), and is asymptotically normal …
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