Avoiding Multicollinearity in Linear Models with Dummy Variables: Best Practices for Stable Estimates

Using Dummy Variables to Combine Columns in Pandas: A Step-by-Step Guide

Creating Dummy Variables with Scikit-Learn: A Comparative Analysis of One-Hot Encoding and Sparse Matrix Techniques