Statistical Inference and Decision

3.0 credits · Graduate

Graduate level introduction to fundamentals of detection and statistical decision theory. Specific topics include simple and composite hypothesis testing, sequential detection and decision theory, nonparametric and robust detection, and change detection. Basic elements of game theory and its connections with statistical decision theory will be covered if time permits. Emphasis will be placed on discrete-time models and results.