Abstract
The fundamental inequalities and the basic convergence theory of discrete (sub)martingales are developed in this chapter. As an important application the Gaussian dichotomy theorem is established and then various likelihood ratios for Gaussian processes are given. Some other extensions (e.g., asymptotic martingales) and consequences are included in the text and as complements.
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