Understanding CUPED
towards data science,
An in-depth guide to the state-of-the-art variance reduction technique for A/B testsImage by AuthorDuring my Ph.D., I spent a…
Double Debiased Machine Learning (part 2)
towards data science,
How to remove regularization bias using post-double selectionImage by AuthorIn causal inference, we are usually interested in…
Double Debiased Machine Learning, part 1 of 2
towards data science,
Double Debiased Machine Learning, part 1Causal inference, machine learning, and regularization biasImage by AuthorIn causal…
The FWL Theorem, Or How To Make All Regressions Intuitive
towards data science,
The FWL Theorem, Or How To Make Regressions IntuitiveAn introduction to the Frisch-Waugh-Lowell theorem and its…