The purpose of this preparatory chapter is to provide some initial background for this book, including a summary of the relevant definitions and concepts in probability, statistics, simulation and information theory. Readers familiar with these ideas may wish to skip through this chapter and proceed to the tutorial on the cross-entropy method in Chapter 2.
KeywordsScore Function Maximum Likelihood Estimator Fisher Information Exponential Family Discrete Random Variable
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