Extensions of OLS Regression — DataSklr

Datasklr is a blog to provide examples of data science projects to those passionate about learning and having fun with data.

Dimension Reduction: Principal Components and Partial Least Squares Regression

Nov 15

Nov 15 Dimension Reduction: Principal Components and Partial Least Squares Regression

A demonstration of how principal components regression and partial squares regression work

Regularization and Shrinkage: Ridge, Lasso and Elastic Net Regression

Nov 8

Nov 8 Regularization and Shrinkage: Ridge, Lasso and Elastic Net Regression

Regularization and shrinkage using Ridge, Lasso and Elastic Net regression: Solutions using cross-validation in Sci-Kit (sklearn/ Python)