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Unit of study_

Linear Modelling - OLET5608

Year - 2020

Linear models form the bedrock of many real-world data analyses. They are versatile, interpretable and easily implemented. This unit provides an overview of two of the most common methods of statistical analysis of data: analysis of variance and regression. You will generate data visualisation and diagnostics plots to interpret and discover the limitations of linear models and identify when more complex approaches may be needed. You will learn to code your analyses and perform reproducible research using the open source statistical package R. A key component of this unit involves generating visualisations, estimating and selecting appropriate linear models using your data. By doing this unit you will learn how to generate, interpret, visualise, discover and critique linear models applied to your original research.

Classes
2 x 2-hr computer labs

Assessment
2 x online quizzes (12.5% each, total 25%), oral presentation (30%), written report (45%)

Textbooks
Faraway, J. (2014). Linear models with R. Second Edition. Chapman and Hall/CRC.

Assumed knowledge
Exploratory data analysis, sampling, simple linear regression, t-tests and confidence intervals. Ability to perform data analytics with coding, basic linear algebra. E.g. DATA1001 and OLET5606 (Data wrangling).

Prohibitions

DATA2002 or DATA2902 or ENVX2001

Details

Faculty: Science

Intensive May

20 Apr 2020

Department/School: Mathematics and Statistics Academic Operations
Study Mode: Block mode
Census Date: 08 May 2020
Unit of study level: Postgraduate
Credit points: 2.0
EFTSL: 0.042
Available for study abroad and exchange: Yes
Faculty/department permission required? No
Location
Camperdown
More details
Unit of Study coordinator: Garth Tarr
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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