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.

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...

A class of estimates for regression parameters in a linear model with right censored data is proposed. These estimates are derived by using linear rank tests for right censored data as estimating ...

Alexander M. Samarov, Exploring Regression Structure Using Nonparametric Functional Estimation, Journal of the American Statistical Association, Vol. 88, No. 423 (Sep ...