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College of Arts & Sciences
Department of Statistics


STAT 512

512—Mathematical Statistics. (3) (Prereq: STAT 511 or MATH 511 with a grade of C or higher) Functions of random variables, order statistics, sampling distributions, central limit theorem, quality of estimators, interval estimation, sufficient statistics, minimum-variance unbiased estimator, maximum likelihood, large-sample theory, introduction to hypothesis testing.

Sample Course Homepage: Recent SemesterAnother Recent Semester

Usually Offered: Spring and Summer Semesters

Purpose: To provide a strong foundation in mathematical statistics for understanding the concepts and development of statistical methodology, and to prepare students for further study of statistical inference.

Current Textbook: Mathematical Statistics with Applications (7th Ed.), D. Wackerly, W. Mendenhall and R. Sheaffer, Duxbury, 2008.

 

Topics Covered
Chapters
Time        
Advanced Topics in Probability:
Chi-square distribution, functions of a random variable, transformations, mixed distributions, order statistics
6
3 weeks
Distribution Theory:
Sampling distributions, central limit theorem, limiting distributions, t and F distributions
7
4 weeks
Estimation:
confidence intervals, sample size determination
8
3 weeks
Estimation:
Point estimators, maximum likelihood, asymptotic properties
9
3 weeks

The above textbook and course outline should correspond to the most recent offering of the course by the Statistics Department. Please check the current course homepage or with the instructor for the course regulations, expectations, and operating procedures.  

Contact Faculty: Joshua Tebbs, David Hitchcock