Consider an N$-$span moving average where each observation isweighted by a constant,say,a;$>=0.$Therefore the weighted movingaverage at the end of period T is

a$.$Why would you consider using a weighted moving average?

b$.$Show that the variance of the weighted moving average is Var$($M$?)=$o$^2$Zj$=$d$\}.$