Probability, Random Variables and Stochastic Processes /
Athanasios Papoulis, S. Unnikrishna Pillai
- Fourth Edition
- 852 pages ; graphics , 24 cm
Part I: Probability and Random Variables: - The Meaning of Probability - The Axiomas of Probability - Repeated Trials - The Concept of a Random Variable - Functions of One Random Variable - Two Random Variables - Sequences of Random Variables - Statistics - Part II:- Stochastic Processes - General Concepts - Random Walks and Other Applications - Spectral Representation - Spectrum Estimation - Mean Square Estimation - Entropy - Markov Chains - Markov Proceses and Queueing Theory