STATS 600 - Linear Models
Fall 2019, Section 001
Instruction Mode: Section 001 is  In Person (see other Sections below)
Subject: Statistics (STATS)
Department: LSA Statistics

Details

Credits:
4
Waitlist Capacity:
99
Advisory Prerequisites:
Knowledge of linear algebra; STATS 425 and STATS 426 or equivalent courses in probability and statistics.
Repeatability:
May be repeated for a maximum of 8 credit(s).
Primary Instructor:

Description

This is an advanced introduction to regression modeling and prediction, including traditional and modern computationally-intensive methods.  The following topics will be covered:  1) Theory and practice of linear models, including the relevant distribution theory, estimation, confidence and prediction intervals, testing, models and variable selection generalized least squares, robust fitting, and diagnostics; 2) Generalized linear models, including likelihood formulation, estimation and inference, diagnostics, and analysis of deviance; and 3) Large and small-sample inference as well as inference via the bootstrap, cross-validation, and permutation tests.

Schedule

STATS 600 - Linear Models
Schedule Listing
001 (LEC)
 In Person
17936
Closed
0
25STATS PhD only
-
MW 11:30AM - 1:00PM
Note: The Department of Statistics must allow students who are declared in its programs the opportunity to register for Statistics classes needed to complete their programs. The Statistics Department holds orientation for incoming Master?s and PhD students at the end of August. Any remaining seats will be taken off of reserve on September 3, 2019. Instuctors in the Statistics Department do not manage their waitlists and do not issue overrides.
002 (LAB)
 In Person
23467
Closed
0
 
-
Tu 5:30PM - 7:00PM
Note: The Department of Statistics must allow students who are declared in its programs the opportunity to register for Statistics classes needed to complete their programs. The Statistics Department holds orientation for incoming Master?s and PhD students at the end of August. Any remaining seats will be taken off of reserve on September 3, 2019. Instuctors in the Statistics Department do not manage their waitlists and do not issue overrides.

Textbooks/Other Materials

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Syllabi

Syllabi are available to current LSA students. IMPORTANT: These syllabi are provided to give students a general idea about the courses, as offered by LSA departments and programs in prior academic terms. The syllabi do not necessarily reflect the assignments, sequence of course materials, and/or course expectations that the faculty and departments/programs have for these same courses in the current and/or future terms.

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CourseProfile (Atlas)

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CourseProfile (Atlas)