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Inference for multiple linear regression (STAT 331)

Prediction and application of simple linear regression (STAT 331)

Applied Linear Models - Introduction (STAT 331)

Gil Strang's Final 18.06 Linear Algebra Lecture

Model selection criteria (STAT 331)

Combining cross validation with model selection (STAT 331)

Addressing problems with regression model assumptions (STAT 331)

ANOVA for regression and R^2 (STAT 331)

Multicollinearity in regression (STAT 331)

ANOVA F test and examples in R (STAT 331)

The Last Lecture Series Dr. Beth Stapleton
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Last Updated: September 30, 2026
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Speakers: Gilbert Strang, Alan Edelman, Pavel Grinfeld, Michel Goemans Revered mathematics professor Gilbert Strang capped ...