If almost surely and for integrable , conditional expectations converge almost surely and in . Conditional Fatou lemma applied to and bounds the conditional liminf and limsup by the same limit. For convergence, the contraction estimate and dominated convergence theorem finish the proof. This also permits taking an unbounded measurable factor out of a conditional expectation by clipping it, provided the original product is integrable.
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