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Applied Regression Analysis - MATH5806
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Faculty: Faculty of Science
 
 
School:  School of Mathematics and Statistics
 
 
Course Outline: http://www.maths.unsw.edu.au/
 
 
Campus: Kensington Campus
 
 
Career: Postgraduate
 
 
Units of Credit: 6
 
 
EFTSL: 0.12500 (more info)
 
 
Indicative Contact Hours per Week: 3
 
 
CSS Contribution Charge:Band 5 (more info)
 
 
Tuition Fee:See Tuition Fee Schedule
 
 
Further Information: See Class Timetable
 
 

Description

This course examines conceptual issues and computing methods for application of modern regression models to real data. Topics covered include selection from: least squares regression, diagnostic tools, model selection, generalized linear models, smooth function regression, penalty and shrinkage methods, generalized additive models, and mixed models.

Pre-requisites: 24 units of level III mathematics or a degree in a numerate discipline or permission of the Head of Department.

Note: Course not offered every year - contact the School for more information.

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© The University of New South Wales (CRICOS Provider No.: 00098G), 2004-2011. The information contained in this Handbook is indicative only. While every effort is made to keep this information up-to-date, the University reserves the right to discontinue or vary arrangements, programs and courses at any time without notice and at its discretion. While the University will try to avoid or minimise any inconvenience, changes may also be made to programs, courses and staff after enrolment. The University may also set limits on the number of students in a course.