Unpenalized intercept in ridge regression

ID: unpenalized-intercept-in-ridge-regression

In ridge regression, penalize slopes but ordinarily leave the regression intercept free. Centering gives and . An exactly centered predictor matrix has for every penalty. A table with a penalty-dependent intercept therefore cannot arise from exactly centered columns under this convention.

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