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 ...

Journal of the Royal Statistical Society. Series A (Statistics in Society), Vol. 182, No. 3 (2019), pp. 831-861 (31 pages) The paper develops a global vector auto-regressive model with time varying ...

The maximum likelihood estimate is shown to exist and to be unique if a twice continuously differentiable likelihood function is constant on the boundary of the parameter space and if the Hessian ...