Re: [機統] 常態分配
※ 引述《raymond168 (raymond168)》之銘言:
: 附上連結:
: http://ppt.cc/4tHo
: (a)小題已求出
: n n n
: X=Σ αjXj~N(Σ αj.μ,Σ (αj)^2.σ^2)
: j=1 j=1 j=1
: n n n
: Y=Σ βjXj~N(Σ βj.μ,Σ (βj)^2.σ^2)
: j=1 j=1 j=1
: 想請教(b)小題,α與β在什麼條件下,會使得X與Y獨立
以下是我的作法,請指教或更正:
Given X and Y are both Gaussian,
X and Y are independent iff X and Y are uncorrelated.
So if we show that E(XY)=E(X)E(Y), then it indicates the indepdence
of X and Y.
n n n n n
E(X)E(Y)=(μ^2)Σ Σαiβj =(μ^2)Σαiβi +(μ^2)ΣΣαiβj
i=1j=1 i=1 i=1j=1
i≠j
n n n
E(XY)=(μ^2+σ^2)Σαiβi+(μ^2)Σ Σαiβj
i=i i=1j=1
i≠j
n n
So if E(X)E(Y)=E(XY), then (σ^2)Σαiβi = 0 => Σαiβi = 0
i=1 i=1
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◆ From: 111.252.2.154
※ 編輯: tibicos 來自: 111.252.2.154 (04/01 21:51)
※ 編輯: tibicos 來自: 111.252.2.154 (04/01 21:52)
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