Linear Modelling: LM, GLM, GAM and Mixed Models

Science increasingly recognises the nonlinearities in nature, and Bayesian methods can handle nonlinear models without any problem. However, linear modelling remains the default statistical approach for many, and it is therefore important to be familiar with the field. This chapter gives a brief overview of the most common classes of linear modelling.