The concept of probability for discrete variables can be extended to that of a probability density p(x) over a continuous variable x and is such that the probability of x lying in the interval (x, x+δx) is given by p(x)δx for δx → 0. The probability density can be expressed as the derivative of a cumulative distribution function P(x).