In ridge regression, which statement is true?

In ridge regression, which statement is true?

• A. Ridge regression penalizes all coefficients equally.
• B. Ridge regression penalizes the intercept.
• C. Ridge regression does not shrink any coefficients.
• D. There is no shrinkage penalty applied to the intercept parameter.

Answer: (D)