The third edition emphasizes a concentrated revision of Parts II & III (leaving Part I virtually intact). The larger sections will show greater elaboration of the basic concepts of stochastic processes, typical sequences of random variables, and a greater emphasis on realistic methods of spectral estimation and analysis. There are problems, exercises, and applications throughout. Aimed at senior graduate students in electrical engineering, math, and physics departments.