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Chain Rule of Probability for Sequences

Decompose the joint probability of an ordered sequence into a product of conditional probabilities, each element given the elements before it, and evaluate that product term by term.

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Probability Chain Rule in Probability Theory

The chain rule in probability theory defines a fundamental mechanism for calculating the joint probability of multiple events by decomposing them into a product of sequential conditional probabilitie…