GLM: Theory of generalised linear models. Model components. Estimation. Goodness of fit. Models for binary, binomial, Poisson and multinomial data. Survival models.
Sampling Theory: Simple random sampling. Stratified sampling. Systematic sampling. Cluster sampling with and without subsampling. PPS sampling. Other sampling strategies. Estimation in complex surveys.