Data Science

My Reading List: Data Science

Live post with a curated list of high-quality data science posts and videos I found enlightening.

R package collinear

R package for multicollinearity management in data frames with numeric and categorical variables.

Multicollinearity Hinders Model Interpretability

In this post, I delve into the intricacies of model interpretation under the influence of multicollinearity, and use R and a toy data set to demonstrate how this phenomenon impacts both linear and machine learning models.