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

We propose covariance-regularized regression, a family of methods for prediction in high dimensional settings that uses a shrunken estimate of the inverse covariance matrix of the features to achieve ...