https://scc.ms.unimelb.edu.au/statistics-courses/course-listing/dae

This course covers the principles and practice of designing experiments or trials, and the analysis of data from them. The course covers the following topics:

• choice of experimental units;
• importance of randomisation, and the practicalities;
• replication and sample size;
• blocking and matching;
• commonly used designs, including completely randomised designs, randomised block and matched pair designs, Latin square designs;
• treatments, including factorial structures;
• analysis of data from designed experiments;
• analysis of variance and covariance;
• special designs, including incomplete block designs, split-plot designs, and fractional factorial designs;
• transformations of data;
• practical and ethical issues arising in the conduct of experiments.