Probability and Random Processes

In this section, upper-case letters identify a random variable, while lower-case letters are used to describe coordinate systems.

Distribution Function

The distribution function of a random variable Y is defined as the probability that

It then follows that

Density Function

The probability density function is defined as

Properties:

,