Probability and Random Processes with Applications to Signal Processing: International Edition - Brossura

Stark, Henry

Brossura

ISBN 10: 0131784579 ISBN 13: 9780131784574

Casa editrice: Financial Times Prentice Hall, 2001

Riassunto

For courses in Probability and Random Processes.

This book is a comprehensive treatment of probability and random processes that, more than any other available source, combines rigor with accessibility. Beginning with the fundamentals of probability theory and requiring only college-level calculus, the book develops all the tools needed to understand more advanced topics such as random sequences (Chapter 6), continuous-time random processes (Chapter 7), and statistical signal processing (Chapter 9). The book progresses at a leisurely pace, never assuming more knowledge than contained in the material already covered. Rigor is established by developing all results from the basic axioms (Chapters 1,2) and carefully defining and discussing such advanced notions as stochastic convergence, stochastic integrals and resolution of stochastic processes (Chapter 8). The 3rd Edition has a large number of new topics, not present in the 2nd Edition, including additional material on basic probability (Appendix B, Section 1.8, Section 1.11), statistics (chi-square and Student-t in Section 2.4, Section 4.1), misuses of probability (Sec. 1.3), and signal processing (all of Chapter 9).

Dettagli dell?edizione

• Editore: Financial Times Prentice Hall
• Data di pubblicazione: 2001
• ISBN 10: 0131784579
• ISBN 13: 9780131784574
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero edizione: 1
• Numero di pagine: 699
• Contatto del produttore: non disponibile