5.47 (i) Show that for any random variable X andp > 0, we have E{Xp1(X0)} = ...
Question:
5.47 (i) Show that for any random variable X andp > 0, we have E{Xp1(X≥0)} =
∞
0 pxp−1P(X ≥ x) dx.
[Hint: Note that Xp1(X≥0) =
X 0 pxp−11(X≥0) dx =
∞
0 pxp−11(X≥x) dx.
Use the result in Appendix A.2 to justify the exchange of order of expectation and integration.]
(ii) Show that if X1, . . . , Xn are independent and symmetrically distributed about zero, then for any p > 0, E
max 1≤m≤n Sm
p 1(max1≤m≤n Sm≥0)
≤ 2E{S p
n 1(Sn≥0)}, where Sm =
n i=1 Xi .
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