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Introduction to Linear Models
CS/STAT 287: Data Science 1 -- Lecture 09: Building Linear Models
Introduction to linear models
Linear Models_Estimation: Introduction
Simple linear regression (STAT 331)
Model selection basic strategies (STAT 331)
Generalized Linear Models (GLMs) for Absolute Beginners
Video 1: Introduction to Simple Linear Regression
Interactions in Linear Models
MS3253 Lecture 7A – Log-Linear Models
Prediction and application of simple linear regression (STAT 331)
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Last Updated: August 15, 2026
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