2012-2013. Statistical Modelling II (M3S2/M4S2/M5S2).
In this course, the linear model is generalized in several directions, and the resulting framework is investigated from a theoretical and practical perspective, in an intention to develop core skills in statistical data analysis. The course is in three parts:
Part A: The Generalised Linear Model as a unifying statistical framework.
Part B: Random and mixed effects models.
Part C: Generalized Additive Models.
The R statistical package will be used throughout.