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MATHS 621 - Mathematical Theory of Statistics 2.
Estimation theory and statistical tests of hypothesis. Topics include: classical and Bayesian estimation, sufficiency, completeness, uniqueness, likelihood function, exponential families, Rao-Blackwell Theorem, Rao- Cramer inequality, hypothesis testing, Neyman-Pearson Lemma, likelihood ratio tests, goodness-of-fit, contingency tables, nonparametric tests, distribution of quadratic forms, and correlation and regression, bootstrapping. Prerequisite: MATHS 620. College: Sciences & Humanities Hours: 4 Permission: Y Co-requisite: none Prerequisite: none |
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