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Generalized Additive Models: Penalized Iterative Weighted Least Squares
Covers the introduction to generalized additive models and iterative weighted least squares for model checking and smooth fits.
Bias-Variance Tradeoff in Ridge Estimation
Explores the bias-variance tradeoff in ridge estimation, showcasing how a bit of bias can enhance mean squared error by reducing variance.