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Unit of study_

Experimental Design and Data Analysis - SCIE4002

Year - 2020

An indispensable attribute of an effective scientific researcher is the ability to collect, analyse and interpret data. Central to this process is the ability to create hypotheses and test these by using rigorous experimental designs. This modular unit of study will introduce the key concepts of experimental design and data analysis. Specifically, you will learn to formulate experimental aims to test a specific hypothesis. You will develop the skills and understanding required to design a rigorous scientific experiment, including an understanding of concepts such as controls, replicates, sample size, dependent and independent variables and good research practice (e. g. blinding, randomisation). By completing this unit you will develop the knowledge and skills required to appropriately analyse and interpret data in order to draw conclusions in the context of an advanced research project. From this unit of study, you will emerge with a comprehensive understanding of how to optimise the design and analysis of an experiment to most effectively answer scientific questions.

Classes
4 x 1 hr lectures/week, for six weeks, either online or face-to-face and 1 x 2 hour workshop/week for six weeks

Assessment
design critique (20%), research plan (30%), analysis critique (20%), 2 x analysis quizzes (15% each)

Assumed knowledge
Completion of units in quantitative research methods, mathematics or statistical analysis at least at 1000-level.

Pre-requisites

144 credit points of units of study and including a minimum of 24 credit points at the 3000- or 4000-level and 18 credit points of 3000- or 4000-level units from Science Table A.

Prohibitions

ENVX3002 or STAT3X22 or STAT4022 or STAT3X12

Details

Faculty: Science

Intensive March

17 Feb 2020

Department/School: Mathematics and Statistics Academic Operations
Study Mode: Block mode
Census Date: 13 Mar 2020
Unit of study level: Honours
Credit points: 6.0
EFTSL: 0.125
Available for study abroad and exchange: Yes
Faculty/department permission required? No
Location
Camperdown
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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