Theory

Regression Model

A regression model predicts a value YY given a set of XX variables. In the regression model YXY \sim X, we measure the effect of XX on YY, i.e., we measure the association between changes in values of XX and changes in values of YY. Analyzing a regression model is a method used to solve a regression problem.

Reference: James, G., Witten, D., Hastie, T., & Tibshirani, R. (2017). An introduction to statistical learning: with applications in R. New York: Springer.

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Updated 2026-05-10

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Data Science