Uniform integrability of conditional expectations

ID: uniform-integrability-of-conditional-expectations

For one integrable random variable , the family , over arbitrary sigma-algebras , has uniform integrability. On , the defining property of conditional expectation gives , while by the Markov inequality. The integrable random variable has uniformly small absolute integrals over events of sufficiently small probability.

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