620-160 Experimental Design & Data Analysis

Students may not gain credit for 620-160 and any one of [99]620-001, 316-130 and 620-152.

Students who have completed 620-131, 620-202, [01]620-204 or 620-270 may not enrol in this subject for credit.

VCE Mathematical Methods 3/4.

This subject lays the foundations for subsequent studies in statistics, as well as being vital for students who need to apply statistics in other subjects. Students completing this subject will develop skills in statistical modelling and data analysis, and appreciate the relevance of random variation to science, engineering and commerce.

Topics include data description and analysis; elementary distribution theory: binomial and normal distributions; random sampling; population parameters and sample statistics; estimation, confidence intervals and hypothesis testing based on the binomial and normal distributions; introduction to bivariate data, including correlation and linear regression; scientific method and experimental design, including randomisation and blocking; inference for regression; one-way analysis of variance; contingency tables; and application of computer software to data analysis.

Up to 36 pages of written assignments or project work and a 3-hour written examination.