units
EPM5009
Faculty of Medicine, Nursing and Health Sciences
This unit entry is for students who completed this unit in 2013 only. For students planning to study the unit, please refer to the unit indexes in the the current edition of the Handbook. If you have any queries contact the managing faculty for your course or area of study.
6 points, SCA Band 2, 0.125 EFTSL
To find units available for enrolment in the current year, you must make sure you use the indexes and browse unit tool in the current edition of the Handbook.
| Level | Postgraduate |
| Faculty | Faculty of Medicine, Nursing and Health Sciences |
| Organisational Unit | Department of Epidemiology and Preventive Medicine |
| Offered | Alfred Hospital Second semester 2013 (Off-campus) |
| Coordinator(s) | Prof A. Dobson |
Synopsis
This unit will explore biostatistical applications of generalised linear models with an emphasis on underlying theoretical issues, and practical interpretation of the results of fitting these models. Relevant methods for 2 x 2 and 2 x k tables extended into logistic regression for a binary outcome as a special case of generalised linear modelling. Measures of association and modelling techniques for ordinal outcomes. Methods for analysing count data. Techniques for dealing with matched data e.g. from case control studies.
Outcomes
On completion of this unit students should be able to:
- understand the major theoretical aspects of generalised linear models;
- appreciate regression modelling strategies for generalised linear models;
- including estimation issues, choice of models, prediction and goodness of fit of a selected model;
- be proficient in the analysis of binary outcome data, either form a standard study design or from a matched study design;
- be capable of analysing ordered and unordered categorical outcomes using simple measures of association and complex regression models;
- be capable of analysing count data whether it satisfies standard distributional assumptions or whether it is over dispersed.
Assessment
Written assignments
Practical exercises
Chief examiner(s)
Prerequisites
Co-requisites
Prohibitions
This unit is only available to students enrolled in the Graduate Certificate, Graduate Diploma or Masters of Biostatistics.
Additional information on this unit is available from the faculty at:
On our site
Authorised by: Manager, Curriculum and Publications.
Maintained by: Curriculumn and Publications.
Last updated: 18 September 2017.
Copyright © 2024 Monash University. ABN 12 377 614 012 -
Accessibility -
Caution -
Privacy
Monash University CRICOS Provider Number: 00008C, Monash College CRICOS Provider
Number: 01857J
We acknowledge and pay respects to the Elders and Traditional Owners of the land on which our Australian campuses stand. Information for Indigenous Australians