In: Statistics and Probability
Exercise 4 (MATH 4200). Suppose that Xk has a probability density function f(x) so that f(x) > 0 for all x.
Prove that
G(c) = E[Xk Xk ≥ c]P(Xk ≥ c) + µk+1P(Xk ≤ c)
is maximal is maximal for c = µk+1.
(This means the optimal strategy is to take γk = µk+1.)