Linear Models - MATH2831


	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: 0.12500 (more info)
	Indicative Contact Hours per Week: 4
	Enrolment Requirements:
	Prerequisite: MATH2801 or MATH2901.
	Excluded: MATH2931
	CSS Contribution Charge:Band 5 (more info)
	Tuition Fee:See Tuition Fee Schedule
	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.