(a) What is the bias variance decomposition? Explain what is bias and what is variance, respectively. (5 points) (b) Explain why the lasso has the variable selection function while ridge doesn't.| (5 points) (c) In a best subset selection problem of p variables, how many subset models do we need to enumerate to find the best subset model? (5 points)