Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of k-nearest neighbors regression to predict a single numeric value. Compared to other machine learning ...

The purpose of this tutorial is to continue our exploration of multivariate statistics by conducting a simple (one explanatory variable) linear regression analysis. We will continue to use the ...

The simplest form of regression in Python is, well, simple linear regression. With simple linear regression, you're trying to ...

The model has its base in a set of assumptions describing the purchasing behavior of the individual consumer. A method for testing the model against empirical data is described and illustrated. The ...