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STAT3015 Generalised Linear Modelling

Later Year Course

Offered By School of Finance and Applied Statistics
Academic Career Undergraduate
Course Subject Statistics
Offered in Second Semester, 2009 and Second Semester, 2010
Unit Value 6 units
Course Description

Objectives: This course is intended to introduce students to generalised linear modelling methods for both discrete and continuous data reponse.

Review of multiple linear regression and the analysis of variance; use of transformations and weighting in linear models. Logistic regression for binary response data. Generalised linear models; estimation and inference using iteratively re-weighted least squares (IRLS). Poisson regression; loglinear models for contingency tables.

Workload

Three contact hours per week.

Areas of Interest Statistics
Requisite Statement STAT2008 Regression Modelling
Incompatibility

with STAT2009 Generalised Linear Modelling.

Prescribed Texts See course website:  http://ecocomm.anu.edu.au/courses/course.asp?code=STAT3015
Preliminary Reading

See course website:  http://ecocomm.anu.edu.au/courses/course.asp?code=STAT3015

 

Indicative Reading List See course website:  http://ecocomm.anu.edu.au/courses/course.asp?code=STAT3015
Other Information

For further information please refer to http://ecocomm.anu.edu.au/courses/course.asp?code=STAT3015

Science Group C
Academic Contact See: http://ecocomm.anu.edu.au/courses/course.asp?code=STAT3015

The information published on the Study at ANU 2009 website applies to the 2009 academic year only. All information provided on this website replaces the information contained in the Study at ANU 2008 website.

Updated:   13 Nov 2015 / Responsible Officer:   The Registrar / Page Contact:   Student Business Solutions