Theorem 5.3.16. \(F(x)\) vs \(f(x)\text{,}\) for continuous distributions.
If \(X\) is a continuous random variable, \(f\) the corresponding probability function, and \(F\) the associated distribution function, then
\begin{equation*}
f(x) = F'(x)
\end{equation*}