Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way interactions between predictor variables. Compared to standard linear ...

There are approximately a dozen common regression techniques. The most basic regression techniques are called linear because they assume the data falls along a straight line (or hyperplane) when ...

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Supervised learning is a machine learning approach in which algorithms are trained on labelled datasets—that is, data that already includes the correct outputs or classifications. The model learns to ...

In the presence of treatment heterogeneity due to unknown grouping information, standard methods that assume homogeneous treatment effects cannot capture the subgroup structure in the population. To ...

A new study finds that kids with obesity are more likely to have obese parents because they inherit obesity-related genes, ...