This is a long answer question. Give reasoning/calculations.

When using smoothing splines for regression, the tuning parameter it determines the smoothness of the fitting function via application of a penalty term to a loss function. Determine whether the effective degrees of freedom d 13 increase or decrease as A varies between [0,oo). What minimum and maximum values does d 1; take on