Volgenau School of Engineering
George Mason University
George Mason University Mason
George Mason University

CSI 672: Statistical Inference

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Fundamental principles of estimation and hypothesis testing. Topics include limiting distributions and stochastic convergence, sufficient statistics, exponential families, statistical decision theory and optimality for point estimation, Bayesian methods, maximum likelihood, asymptotic results, interval estimation, optimal tests of statistical hypotheses, and likelihood ratio tests.

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Credits: 3

Prerequisites:

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