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Unit of study_
BSTA5210: Regression Modelling for Biostatistics 1 (RM1)
2024 unit information
The aim of this unit is to lay the foundation of biostatistical modelling to analyse data from randomised or observational studies. These skills are essential for biostatistics in practice and will be used by students for the remainder of their Master of Biostatistics studies. This unit will introduce the motivation for different regression analyses and how to choose an appropriate modelling strategy. This unit will teach how to use linear regression to analyse continuous outcomes and logistic regression for binary outcomes. Emphasis will be placed on interpretation of results and checking the model assumptions. Stata and R software will be used to apply the methods to real study datasets.
Unit details and rules
Managing faculty or University school:
Medicine and Health
| Study level | Postgraduate |
|---|---|
| Academic unit | Public Health |
| Credit points | 6 |
|
Prerequisites:
?
|
(BSTA5011 or PUBH5010 or CEPI5100) |
|---|---|
|
Corequisites:
?
|
BSTA5002 |
| Prohibitions:
?
|
BSTA5007 or BSTA5008 |
| Assumed knowledge:
?
|
None |
At the completion of this unit, you should be able to:
- LO1. Explain the motivations for different regression analyses and be able to select and apply a suitable modelling approach based on the research aim
- LO2. Analyse data using normal linear models, and be able to assess model fit and diagnostics
- LO3. Analyse data using logistic regression models for binary data, and be able to assess model fit and diagnostics
- LO4. Accurately interpret and manipulate mathematical equations that relate to regression analysis
- LO5. Effectively communicate the outcomes and justification of a regression analysis
Unit availability
This section lists the session, attendance modes and locations the unit is available in. There is a unit outline for each of the unit availabilities, which gives you information about the unit including assessment details and a schedule of weekly activities.
The outline is published 2 weeks before the first day of teaching. You can look at previous outlines for a guide to the details of a unit.
| Session | MoA ? | Location | Outline ? |
|---|---|---|---|
|
Semester 1 2024
|
Online | Camperdown/Darlington, Sydney | |
|
Semester 2 2024
|
Online | Camperdown/Darlington, Sydney |
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Modes of attendance (MoA)
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