I have three random variables $(X, Y, Z)$. The variables $X$ and $Y$ are conditionally independent given $Z$.
Will it be correct if I assume $P(X | Z) = P(X)$ or $P(X | Y) = P(X)$ ? If not, then why? Can you give a simple example to explain why the above assumption will not be correct?