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Verifying the Assumptions of Linear Regression in Python and R

Dive deeper into the Gauss-Markov Theorem and other assumptions of linear regression!

Eryk Lewinson
Towards Data Science
13 min readJun 4, 2019

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Linear regression is one of the most basic machine learning algorithms and is often used as a benchmark for more advanced models. I assume the reader knows the basics of how linear regression works and what a…

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Data Scientist, quantitative finance, gamer. My latest book - Python for Finance Cookbook 2nd ed: https://t.ly/WHHP