In smoothing spline models, increasing lambda has what effect on the bias-variance tradeoff?

In smoothing spline models, increasing lambda has what effect on the bias-variance tradeoff?

• A. Increases bias and increases variance
• B. Decreases bias and decreases variance
• C. No effect on bias or variance
• D. Increases bias and decreases variance

Answer: (D)