University General Course Catalog 2021-2022 
    
    Mar 28, 2024  
University General Course Catalog 2021-2022 ARCHIVED CATALOG: LINKS AND CONTENT ARE OUT OF DATE. CHECK WITH YOUR ADVISOR.

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STAT 467 - Statistical Theory

(3 units)
Introduction to classical mathematical statistics. Multivariate distributions; interval and point estimation; sufficiency; unbiasedness, and information inequality; Bayesian estimation; testing hypotheses; power calculations; linear models.

Prerequisite(s): MATH 283  with a “C-” or better; MATH 330 ; STAT 352  or STAT 461 .

Grading Basis: Graded
Units of Lecture: 3
Offered: Every Fall and Spring

Student Learning Outcomes
Upon completion of this course, students will be able to:
1. compute measures of location, spread, and association, and find probabilities associated with multivariate distributions, both theoretical and empirical.
2. perform essential statistical data analysis (frequentist and Bayes point and interval estimation, hypothesis testing, linear modeling) for a given data set, and critically evaluate the assumptions of used techniques.
3. perform statistical analysis using a professional Statistical package, prepare reports, and present their results to a professional audience.


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