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 ...

Regression is a statistical method that allows us to look at the relationship between two variables, while holding other factors equal.

Most previous work focused on the method of maximum likelihood estimation for linear regression using normal/independent distributions. This article considers Bayesian estimation of multivariate ...

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...

The 1941–1970 cooling trend is most statistically significant. The primary purpose of utilizing linear regression as a time series method is for visualization of climate change.