Full Advanced Statistical Modelling Notes

Description

Covers all week's lectures, Actuarial Insititute readings, tutorials and assigned readings. Topic covered: - Graphics for linear models and interpreting interactions - Leverage, influence, and residual analysis for linear models - Regression with binary responses - Regression with binomial and proportional responses - Regression with count responses - Generalized linear models - Random effects - Mixed-effects models - Nonparametric regression - Nonparametric inference - Additive models