Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...

Linear mixed-effects models are a powerful tool for modelling longitudinal data and are widely used in practice. For a given set of covariates in a linear mixed-effects model, selecting the covariance ...

This paper proposes a model identification method based on reduced form linear transfer function (LTF) models that can avoid or reduce bias of transfer function weight estimates under rather practical ...