ABSTRACT

In this chapter we introduce the concept of a random variable, which quantifies the outcome of a random experiment. We define discrete and continuous random variables and consider various ways of describing their distributions, including the distribution function, probability mass function, and probability density function. We then define some important aspects of their distributions (expectation and variance) and their relationships with other random variables (independence and covariance).