The book provides a systematic and accessible presentation of the mathematical apparatus that provides the basis for solving many problems of processing observation and control data in complex automated systems. New, effective statistical methods are being developed to solve the problems of processing observation data at discrete and continuous time, problems of recognition and adaptive filtering of signals, problems of distinguishing between many and complex hypotheses...