[理工] 機率 條件期望值

作者: suspect1   2014-06-18 09:29:41
證明:
Var(X) = E[Var(X|Y)] + Var(E[X|Y])
先求 E[Var(X|Y)]
2 2
= E[E[X |Y]] -E(E[X|Y])
2 2
=E[E[X |Y]]-E[E(X|Y)]
2 2
=E[X ] - E[E(X|Y) ]
接下來看不懂
2 2 2 2 2
=E[X ] - E[X] - E[E(X|Y)] + (E[E[X|Y]]) (E[X] 哪裡來的?)
= Var(X) -Var(E[X|Y])

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