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These rather substantial examples illustrate the search for structure in distribution and prediction problems, as well as practical problems and cures that may be encountered. A more formal statistical approach to these questions will be introduced in the third part of this course. Probability theory will be the theoretical basis for many of these models, so we make it the focus of the next few chapters.