Abstract
The goal of this chapter is to introduce several tools from the theory of probability theory and stochastic processes, which will be useful throughout this book. After presenting several basic results from the theory of stochastic processes, we will discuss continuous martingales, and finally we introduce Brownian motion, which will be central to the text.
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