In ridge regression, coefficients shrink toward zero but are typically not exactly zero.

• A. They can be exactly zero due to the penalty.
• B. They shrink toward zero but are typically not exactly zero.
• C. They are not shrunk at all.
• D. They become zero for all predictors.

Answer: (B)