Let \( X \) and \( Y \) be continuous random variables with probability density functions \( P_X(x) \) and \( P_Y(y) \), respectively. Further, let \( Y = X^2 \) and
\[
P_X(x) =
\begin{cases}
1, & x \in (0,1] \\
0, & \text{otherwise}
\end{cases}
\]
Which one of the following options is correct?