I have a problem that I can't work out
I've two conditionalconditionally independent Arandom variables $A$,B such as
$P(A,B|C) = P(A|C)P(B|C)$
Now I've $B$ such that $$ P(A,B\mid C) = P(A\mid C)P(B\mid C) . $$ I have to find posterior formula for:$P(C \mid A,B)$.
$P(C | A,B)$, now what I got was pretty My result with a straigthforward application of bayes:
$\frac{P(B|C)P(A|C)P(A)}{P(A\cap B)}$
WithBayes rule is $$ P(C \mid A,B) = \frac{P(B\mid C)P(A\mid C)P(A)}{P(A\cap B)} . $$ with few variants (e.g. get an intersection on numerator).
butBut I can't get the lecturerlecturer's solution that is:
$\frac{P(B|C)P(C|A)}{P(B|A)}$
Any help? $$ \frac{P(B\mid C)P(C\mid A)}{P(B\mid A)} . $$