Introduction -- Properties of estimators -- Maximum likelihood and other methods of estimation -- Hypothesis testing -- Interval estimation -- The decision-theory approach to inference -- Bayesian inference -- Non-parametric and robust inference -- Computationally intensive methods -- Generalized linear models

1. Mathematical statistics