Now, the cumulative distribution function (CDF) is the probability that the variable takes a value that is less than or equal to x. Mathematically, it is written as follows:

When a distribution is a scalar continuous, it provides the area under the PDF, ranging from minus infinity to x. The CDF specifies the distribution of multivariate random variables.