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Design and Analysis of Experiments course (Sep 2021: 5 mornings online)

  • 20 Jul 2021 11:05 AM
    Message # 10762505

    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.


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