In kernel density estimation, increasing the bandwidth reduces variance but can increase bias; the statement about smoother pdf holds true when bandwidth is larger.

In kernel density estimation, increasing the bandwidth reduces variance but can increase bias; the statement about smoother pdf holds true when bandwidth is larger.

• A. True
• B. False
• C. It depends on the sample size
• D. It depends on the kernel

Answer: (A)