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Statistical Analysis of Dependent Data - MATH3841
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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: Undergraduate
 
 
Units of Credit: 6
 
 
EFTSL: 0.125 (more info)
 
 
Contact Hours per Week: 4
 
 
Enrolment Requirements:
 
 
Prerequisite: MATH3811 or MATH3911.
 
 
Excluded: MATH3941
 
 
Fee Band: 2 (more info)
 
 
Further Information: See Class Timetable
 
 

Description

Development of statistical methods for analysis of dependent data arising in multivariate observations, time series and spatial processes. Multivariate normal distribution, Hotelling's T-squared, Wishart distribution. Discriminant analysis, principle component analysis, canonical analysis and factor analysis. Classification methods. Stationary and non-stationary time series models, autocorrelation, linear time series models, forecasting. Models for spatial processes.

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