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Linear Models - MATH2831
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Students studying
 
Faculty: Faculty of Science
 
 
School:  School of Mathematics and Statistics
 
 
Course Outline: http://www.maths.unsw.edu.au/
 
 
Campus: Kensington Campus
 
 
Career: Undergraduate
 
 
Units of Credit: 6
 
 
EFTSL: 0.125 (more info)
 
 
Contact Hours per Week: 4
 
 
Enrolment Requirements:
 
 
Prerequisite: MATH2801 or MATH2901.
 
 
Excluded: MATH2931
 
 
Fee Band: 2 (more info)
 
 
Further Information: See Class Timetable
 
 

Description

Multiple linear regression models and examples. Graphical methods for regression analysis. Multi-variate normal distribution. Quadratic forms (distributions and independence), Gauss-Markov theorem. Hypothesis testing. Model selection. Analysis of residuals. Influence diagnostics. Analysis of variance.

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