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

Registration Information

Course Dept
STAT
Course Number
543
Section
XW
Credit Hours
3
Semester
Spring 2017
Dates
Jan 9 - May 5
Prerequisites
542
Delivery Fee
$150.00 *
* Delivery Fee is additional to Tuition & Fees.

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