Consider the quarterly time series $y_t=\{1,3,8,12,6,1,5,4\}.$ Using the

naive method

find the $1-$step ahead forecast

find the $2-$step ahead forecast

find the sd of the $1-$step ahead forecast error

find the sd of the $2-$step ahead forecast error

repeat for drift and mean methods