Hands-On Machine Learning for Algorithmic Trading

The multiple linear regression model

We will introduce the model's specification and objective function, methods to learn its parameters, statistical assumptions that allow for inference and diagnostics of these assumptions, as well as extensions to adapt the model to situations where these assumptions fail.