We demonstrate that regression models can be estimated by working independently in a row-wise fashion. We document a … understanding the mechanics of many common regression models. These procedures can be used to speed up the computation of estimates … computed via OLS, IV, Ridge regression, LASSO, Elastic Net, and Non-linear models including probit and logit, with all common …

regression, when faced with so-called common support problems. It also shows how different procedures suggested in the literature …

In this article we overview nonparametric (spline and kernel) regression methods and illustrate how they may be used in …

quantile regression technique to calculate returns to lower secondary, upper secondary and tertiary education at different … effect of tertiary education became more acute over the last years. -- returns to education ; quantile regression ; wage …

We estimate a finite mixture dynamic programming model of schooling decisions in which the log wage regression function …