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Univariate and Linear Modeling Insights by Dreamless is a document available to read on EtoBox.

This chapter introduces univariate and linear regression models, including linear, polynomial, and spline models. It discusses estimating the parameters of a linear regression model using least squares to minimize the empirical risk. It also introduces evaluation metrics like the R-squared statistic.

Author
Dreamless
Language
EN