Properties of estimators. Methods for deriving confidence intervals. Hypothesis testing. Likelihood ratio tests. Inference for ANOVA. Simple random effects model. Bayesian inference: the incorporation of prior information in the inferential process.
Bayesian decision theory: the integration of prior information, data and cost information. Utilities. Decision trees. Applications.