Could someone explain this step?
$$ \begin{equation} \label{eq:bayes} P(A|B,C) = \frac{P(B |A,C)P(A|C)}{P(B|C)} \end{equation} $$
Could someone explain this step?
$$ \begin{equation} \label{eq:bayes} P(A|B,C) = \frac{P(B |A,C)P(A|C)}{P(B|C)} \end{equation} $$
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Multiplying both sides with $P(B\mid C)P(C)$ we find:
$$P\left(A\mid B,C\right)P\left(B\mid C\right)P\left(C\right)=P\left(A\mid B,C\right)P\left(B,C\right)=P\left(A,B,C\right)\tag1$$ and: $$\frac{P(B|A,C)P(A|C)}{P(B|C)}P\left(B\mid C\right)P\left(C\right)=P(B|A,C)P(A|C)P\left(C\right)=$$$$P(B|A,C)P\left(A,C\right)=P\left(A,B,C\right)\tag2$$
Observe that the RHS of $(1)$ is the same as the RHS of $(2)$.