Statistics in the Natural Sciences (ENVX3002)

UNIT OF STUDY

This unit of study is designed to introduce students to the analysis of data they may face in their future careers, in particular data that are not well behaved, they may be non-normal, there may be missing observations or they may be correlated in space and time. In the first part, students will learn how to analyse and design experiments based on the general linear model. In the second part, they will learn about the generalisation of the general linear model to accommodate non-normal data with a particular emphasis on the binomial and poisson distributions. In the third part linear mixed models will be introduced which provide the means to analyse datasets that do not meet the assumptions of independent and equal errors. At the end of this unit, students will have learnt a range of advanced statistical methods and be equipped to apply this knowledge to analyse data that they may encounter in their future studies and careers. The students will gain research and inquiry skills through completion of assessment tasks. Information literacy and communication skills will be developed through weekly computer work.

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Further unit of study information

Classes

1×2 hr workshop/wk, 1×3 hr computer practical/wk

Assessment

3 assessment tasks (3x15%), practical exam (55%)

Textbooks

No textbooks are recommended but useful reference books are: -Mead R, Curnow RN, Hasted AM (2002) 'Statistical methods in agriculture and experimental biology.' (Chapman & Hall: Boca Raton). -Quinn GP, Keough MJ (2002) 'Experimental design and data anal

Faculty/department permission required?

No

Unit of study rules

Prerequisites and assumed knowledge

ENVX2001 or STAT2012 or STAT2912 or BIOL2022 or BIOL2922

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Cross-institutional study

If you are from another Australian tertiary institution you may be permitted to underake cross-institutional study in one or more units of study at the University of Sydney.

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