已知随机向量X服从标准正态分布N(0,1),令Y=X3,求X与y的相关系数pXY
已知随机向量X服从标准正态分布N(0,1),令Y=X3,求X与y的相关系数pXY
【正确答案】:E(XY)=E(X4) =(1/√2π)∫+∞-∞x4e-(x2/2)dx=-(1/2π) ∫+∞-∞x3de-(x2/2) =-(1/√2π)x3e-(x2/2)+∞-∞+(3/√2π) ∫+∞-∞x2e-(x2/2)dx =(3/√2π)∫+∞-∞x2e-(x2/2)dx=3, D(X)=1, D(Y)=E(Y2)-(E(Y))2=E(X6)-(E(X3))2. 而E(X6)=(1/√2π)∫+∞-∞x6•e-(x2/2)dx=15, E(X3)=(3/√2π)∫+∞-∞x2e-(x2/2)dx=0. 则D(Y)=15, ρxy= Cov(X,Y)/[√D(X)√D(y) ] = [ E(XY)-E(X)E(Y)]/[√D(X)√D(y)] =(3-0)/(1•√15)=√15/5.
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