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Unit of study_

Advanced Statistical Modelling - CEPI5310

Year - 2018

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 analyses using Stata and the interpretation of results.

Classes
2hr lec/tut/week x 12 weeks, also offered fully online.

Assessment
2 x data analysis report (2x50%)

Textbooks
No mandatory text books. Course notes are provided.

Pre-requisites

PUBH5212

Details

Faculty: Medicine and Health

Semester 1

05 Mar 2018

Department/School: Public Health
Study Mode: Normal (lecture/lab/tutorial) evening
Census Date: 31 Mar 2018
Unit of study level: Postgraduate
Credit points: 4.0
EFTSL: 0.083
Available for study abroad and exchange: No
Faculty/department permission required? No
Location
Camperdown
Faculty: Medicine and Health

Semester 1

05 Mar 2018

Department/School: Public Health
Study Mode: Online
Census Date: 31 Mar 2018
Unit of study level: Postgraduate
Credit points: 4.0
EFTSL: 0.083
Available for study abroad and exchange: No
Faculty/department permission required? No
Location
Camperdown
More details
Unit of Study coordinator: A/Prof Patrick Kelly
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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