Solution

ID: past-exam-of-the-probability-statistics-and-options-i-course-of-the-university-of-oxford/2010/m/3/b/solution

Pointwise, , since is nonnegative. Taking expectations and dividing by proves the Markov inequality
If the expectation is infinite, the inequality remains true in the extended-real sense.

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