I know $P(E|A)$ and $P(E|B)$, how do I know $P(E|A,B)$? Assuming $A,B$ independent.
Consider this example:
The first two conditional probabilities are both $1/2$. The third is $0$ for $E_1$ and $1$ for $E_2$.
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