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Jul 07, 2024
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STAT 7123 - Advanced Statistics II
Hypothesis testing, Neyman-Pearson Lemma, UMP tests, UMP unbiased tests, monotone likelihood ratio families of distributions, UMP invariant tests. Confidence bounds and regions, uniformly most accurate bounds, regression models, least squares estimates, normal equations, Gauss-Markov theorem. Large sample behavior of methods of moments estimates, maximum likelihood estimates, likelihood ratio tests, Chi-square tests, approximate confidence regions for large samples.
Credit Hours: (3)
Prerequisite(s): STAT 7122 or permission of department.
Schedule of Classes
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