Theory and Probability of Statistics II

STAT 543 XW

Course Description

Point estimation including method of moments, maximum likelihood estimation, exponential family, Bayes estimators, Loss function and Bayesian optimality, unbiasedness, sufficiency, completeness, Basu s theorem; Interval estimation including confidence intervals, prediction intervals, Bayesian interval estimation; Hypothesis testing including Neyman-Pearson Lemma, uniformly most powerful tests, likelihood ratio tests; Bayesian tests; Nonparametric methods, bootstrap.

3 credits

Questions

Instructor Contact

Farzad Sabzikar
sabzikar@iastate.edu

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Engineering-LAS Online Learning
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