Increasing the trend smoothing window generally creates a smoother trend estimate.

Very large smoothing windows may conceal meaningful local changes in the corresponding component.

A smaller seasonal smoothing window can allow seasonal estimates to vary more rapidly.

Changing the seasonal smoothing window changes the frequency at which observations were originally recorded.