if x and y are two independent random variables with E(X) = E(Y) show that E[X(X-Y)] = var (X)
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Answer:
E[X(X-Y)]=Var(X). (A)
As given E(X)=E(Y) (1)
we take L.H.S of above equation
E[X(X-Y)]
=E[X^2-XY]
=E(X^2)-E(XY)
=E(X^2)-E(X)E(Y)
=E(X^2)-E(X)E(X)
=E(X^2)-[E(X)]^2 ( var(x)=E(x^2)-[E(x)]^2)
=Var(X)
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