Basic Probability Theory

In this chapter, we briefly review some basic probability theory which we shall need later. This includes the background material for defining stochastic processes in the next chapter. In particular, we focus on multivariate normal distributions and conditional expectations, since most models for financial asset prices used in derivative pricing are conditionally heteroscedastic normal models. Familiarity with these two subjects is required for the remaining of the book.