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Conditional expectations¶

Given an event¶

The expection \(E[X]\) given an event \(A\) is \(E[X|A]\) is just the average value of X, given that an event A happend.

\[E[X|A] = \sum_x xP(X=x|A)\]
Beta distribution Gibs distribution