Solution

ID: past-exam-of-the-probability-statistics-and-options-ii-course-of-the-university-of-oxford/2007/d/4/i/solution

The dominated convergence theorem states: if measurable converge almost everywhere to and almost everywhere for an integrable , then is integrable and . In fact .
To derive it from the monotone convergence theorem, first prove Fatou's lemma. For nonnegative measurable , the functions increase to and satisfy . Monotone convergence yields .
Now almost everywhere, so is integrable. Apply Fatou's lemma to the nonnegative functions , which converge almost everywhere to :
Hence , and proves the assertion. Common exceptional null sets may be removed at the beginning since the sequence is countable.

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