• Principles of Detection: Principles of detecting signals in a stochastic environment, binary decisions, maximum likelihood, Neyman-Pearson, probability-of-error, min-max criteria, receiver operating characteristics, binary decisions with multiple observations, sequential decision theory, composite and nonparametric decision theory. (Y433) (Back)