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Unit of study_

Advanced Statistical Modelling - PUBH5218

Year - 2020

This unit covers statistical analysis techniques that are commonly required for analysing data that arise from clinical or epidemiological studies. Students will gain hands on experience applying model-building strategies and fitting advanced statistical models. In particular, students will learn a statistical software package called Stata, how to handle non-linear continuous variables, and how to analyse correlated data. Correlated data arise from clustered or longitudinal study designs, such as, cross-over studies, matched case-control studies, cluster randomised trials and studies involving repeated measurements. Statistical models that will be covered include fixed effects models, marginal models using Generalised Estimating Equations (GEE), and mixed effects models (also known as hierarchical or multilevel models). This unit of study focuses on data analysis and the interpretation of results.

Classes
1 x 1hr lec and 1.5hrs tutorials / practicals per wk for 13 wks

Assessment
2 x data analysis report assignment (50% each), 3000 words equivalent each

Textbooks
Course notes will be available on elearning site

Assumed knowledge
PUBH5018, PUBH5217, PUBH5033, PUBH5010 or CEPI5100 or equivalent

Prohibitions

CEPI5310

Details

Faculty: Medicine and Health

Semester 1

24 Feb 2020

Department/School: Public Health
Study Mode: Normal (lecture/lab/tutorial) day
Census Date: 31 Mar 2020
Unit of study level: Fifth Year
Credit points: 6.0
EFTSL: 0.125
Available for study abroad and exchange: No
Faculty/department permission required? No
Location
Camperdown
Faculty: Medicine and Health

Semester 1

24 Feb 2020

Department/School: Public Health
Study Mode: Online
Census Date: 31 Mar 2020
Unit of study level: Fifth Year
Credit points: 6.0
EFTSL: 0.125
Available for study abroad and exchange: No
Faculty/department permission required? No
Location
Camperdown
More details
Unit of Study coordinator: Ms Katrina Blazek
HECS Band: 2
Courses that offer this unit

Non-award/non-degree study If you wish to undertake one or more units of study (subjects) for your own interest but not towards a degree, you may enrol in single units as a non-award student. Cross-institutional study If you are from another Australian tertiary institution you may be permitted to undertake cross-institutional study in one or more units of study at the University of Sydney.

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