Computing conditional probability out of joint probability If I have given a complete table for the joint probability $$P(A,B,C,D,E)$$ how can I compute an arbitrary conditional probability out of it, for instance: $$P(A|B)$$

The short answer for your example is that you can compute $P(A,B)$ and $P(B)$ from the table (you have to sum out all the other variables for fixed A and B). Using these values you can compute $P(A|B)$.
