Linear Model the Machine Learning Way

When Machine Learning meets Econometrics, and conversely

Julien Pascal
Towards Data Science
6 min readMar 2, 2022

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Photo by James Wheeler from Pexels

Motivation

The Ordinary Least Squares model (OLS) is a central building block in Machine Learning (ML). OLS is also used everywhere in Social Sciences. I come from an Economics background and I was initially a bit puzzled by the way the ML textbooks solve OLS. In this blog…

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Economist. In my spare time, I blog on computational techniques, econometrics, machine learning.