Section outline

  • The course will run every day from 9:00 to 17:00 with two coffee breaks and a lunch.


    Monday 17 August:

    • Simple and multiple linear regression (theory, diagnostics, and model selection)

    Tuesday 18 August:

    • Generalized linear models (binary data, proportions, and counts)

    Wednesday 19 August:

    • Mixed-effects linear models
    • Longitudinal data analysis

    Thursday 20 August:

    • Smoothing
    • Generalized additive models