James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way interactions ... and the bias is b, the prediction equation is y' = (w0 * x0) + ...

linear regression, logistic regression for binary data, models for ordered and unordered (nominal) responses, log-linear models for count data and contingency tables, and models for survival (duration ...