Cumulative Distribution Function

For a continuous probability density, $p(x)$, the probability that $x$ lies in the interval $(-\infty ,z)$ is given by the cumulative distribution function defined by

$$P(z)={\int }_{-\infty }^{z}p(x)dx$$

which satisfies $P^{\prime }(x)=p(x)$.