Statistical Theory

Module aims

This course deals with the criteria and the theoretical results necessary to develop and evaluate optimum statistical procedures in hypothesis-testing, point and interval estimation.

Module syllabus

Maximum likelihood estimation, likelihood ratio tests and their properties, confidence intervals.
Linear models - including non-full rank models: estimation, confidence intervals and hypothesis testing. The
analysis of variance.