(a) Show that (Xi, X2) has a bivariate normal distribution with means μ1 , μ2, variances...
Let X1 and X2 be independent random variables with means μ1 and μ2, and variances σ21 and σ22, respectively. Find the correlation of X1 and X1 + X2. Note that: The covariance of random variables X; Y is dened by Cov(X; Y ) = E[(X - E(X))(Y - E(Y ))]. The correlation of X; Y is dened by Corr(X; Y ) =Cov(X; Y ) / √ Var(X)Var(Y )
Define bivariate normal distribution for two random variables X1 and X2 with means m1,m2 ,variances v1 and v2 and r12 correlation between X1 and X2. Find MGF for this distribution ,its marginal distributions and its conditional distributions .Determine E(X2 /X1= x1) ,V(X2/X1) and comment on your results