General

Instructor

Peter Bloomfield

Telephone number

515-1913

E-mail address

bloomfield@stat.ncsu.edu

Office hours

10:00 a.m. - 12:00 noon, Wednesdays

Office address

14 Patterson Hall

Class meeting times

3:00 - 4:15 p.m. TH, in Room 163 Harrelson Hall

Course prerequisites: ST 522

General Education Requirements: Not applicable.

Student learning outcomes for the course: The student will:

• be familiar with the fundamental statistical distributions of multivariate statistics;
• understand the principles underlying parameter estimation and hypothesis testing in multivariate models;
• appreciate the flexibility of the multivariate linear model, and how it incorporates the models underlying many specific multivariate methods;
• learn how multivariate methods can lead to reducing the dimension of a multivariate data set.

Required Textbook: none.

Recommended Textbooks

• An Introduction to Multivariate Statistical Analysis, Third Edition, by T. W. Anderson (Wiley)
• More to come...

Course organization and scope:

Reading assignments: Under construction...

Homework assignments: see the homework assignments page.

Tests: You will take three take-home tests; the first two will be 2-day tests, and the last, which will be available on the last day of classes, will be a 5-day test. The first test will cover topics 1 and 2 listed above; the second test will cover topics 3 and 4; and the third test will cover topics 5 and 6. See the test schedule page.

Grades: The course grade will be based on homework (10%), and tests (30% each). The homework grade will reflect completeness and timeliness, not correctness; you are encouraged to work together to master these exercises. Tests are of course graded for correctness, and must be your own individual work.

Course grades will be rounded to the nearest %, and letter grades will be assigned on the basis A+ = 98-100, A = 93-97, A- = 90-92, B+ = 87-89, B = 83-86, B- = 80-82, and so on.

Auditors are excused from the tests, but meet all other course requirements, including timely submission of homework.

Incomplete grades and late assignments: An incomplete grade will be given only in accordance with NCSU policy. Homework will be accepted late only with prior approval from the instructor.

Attendance, absences, and makeup work: Full participation in classes, laboratory period and examinations is expected of all students. Students are expected to inform the instructor in advance about any anticipated excused absences. See the university attendance regulation for university definitions of excused absences.

Academic Integrity:

1. NCSU has a policy on academic integrity, which you may find in the Code of Student Conduct.

2. It is the understanding and expectation of the instructor that the student's signature on any test or examination means that the student neither gave nor received unauthorized aid.

3. As noted above, you are encouraged to work together to master the exercises assigned as homework. The final paper is submitted for credit, and must be your own individual work.

Students with disabilities: Reasonable accommodations will be made for students with verifiable disabilities. In order to take advantage of available accommodations, students must register with Disability Services for Students at 1900 Student Health Center, Campus Box 7509, 515-7653. http://www.ncsu.edu/provost/offices/affirm_action/dss/ . For more information on NC State's policy on working with students with disabilities, please see the Academic Accommodations for Students with Disabilities Regulation.

Laboratory safety and field trips: Not applicable.

Statement on extra expenses: Not applicable.

Statement on transportation: Not applicable.