Principal Component Regression — Clearly Explained and Implemented

Concepts and Python implementation of the regression technique based on principal component analysis (PCA)

Kenneth Leung
Towards Data Science
7 min readApr 6, 2022

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Photo by John Anvik on Unsplash

Principal component analysis (PCA) is a well-known dimensionality reduction technique, but did you know that we can also apply the concepts behind PCA in regression analysis?

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