Probability, Random Processes, and Statistical Analysis: Applications to Communications, Signal Processing, Queueing Theory and Mathematical Finance

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9780521895446: Probability, Random Processes, and Statistical Analysis: Applications to Communications, Signal Processing, Queueing Theory and Mathematical Finance

Together with the fundamentals of probability, random processes and statistical analysis, this insightful book also presents a broad range of advanced topics and applications. There is extensive coverage of Bayesian vs. frequentist statistics, time series and spectral representation, inequalities, bound and approximation, maximum-likelihood estimation and the expectation-maximization (EM) algorithm, geometric Brownian motion and Itô process. Applications such as hidden Markov models (HMM), the Viterbi, BCJR, and Baum–Welch algorithms, algorithms for machine learning, Wiener and Kalman filters, and queueing and loss networks are treated in detail. The book will be useful to students and researchers in such areas as communications, signal processing, networks, machine learning, bioinformatics, econometrics and mathematical finance. With a solutions manual, lecture slides, supplementary materials and MATLAB programs all available online, it is ideal for classroom teaching as well as a valuable reference for professionals.

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Recensione:

'This book provides a very comprehensive, well-written and modern approach to the fundamentals of probability and random processes, together with their applications in the statistical analysis of data and signals. … It provides a one-stop, unified treatment that gives the reader an understanding of the models, methodologies and underlying principles behind many of the most important statistical problems arising in engineering and the sciences today.' Dean H. Vincent Poor, Princeton University

'This is a well-written up-to-date graduate text on probabilty and random processes. It is unique in combining statistical analysis with the probabilistic material. As noted by the authors, the material, as presented, can be used in a variety of current application areas, ranging from communications to bioinformatics. I particularly liked the historical introduction, which should make the field exciting to the student, as well as the introductory chapter on probability, which clearly describes for the student the distinction between the relative frequency and axiomatic approaches to probability. I recommend it unhesitatingly. It deserves to become a leading text in the field.' Professor Emeritus Mischa Schwartz, Columbia University

'Hisashi Kobayashi, Brian L. Mark, and William Turin are highly experienced university teachers and scientists. Based on this background their book covers not only fundamentals but also a large range of applications. Some of them are treated in a textbook for the first time. … Without any doubt the book will be extremely valuable to graduate students and to scientists in universities and industry as well. Congratulations to the authors!' Prof. Dr.-Ing. Eberhard Hänsler, Technische Universität Darmstadt

'An up-to-date and comprehensive book with all the fundamentals in Probability, Random Processes, Stochastic Analysis, and their interplays and applications, which lays a solid foundation for the students in related areas. It is also an ideal textbook with five relatively independent but logically interconnected parts and the corresponding solution manuals and lecture slides. Furthermore, to my best knowledge, the similar editing in Part IV and Part V can't be found elsewhere.' Zhisheng Niu, Tsinghua University

Descrizione del libro:

Together with the fundamental topics, this book covers advanced theories and engineering applications, including the EM algorithm, hidden Markov models, and queueing and loss systems. A solutions manual, lecture slides and MATLAB programs all available online make this ideal for classroom teaching as well as a valuable reference for professionals.

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Hisashi Kobayashi, Brian L. Mark, William Turin
Editore: CAMBRIDGE UNIVERSITY PRESS, United Kingdom (2012)
ISBN 10: 0521895448 ISBN 13: 9780521895446
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Descrizione libro CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2012. Hardback. Condizione libro: New. 250 x 178 mm. Language: English . Brand New Book. Together with the fundamentals of probability, random processes and statistical analysis, this insightful book also presents a broad range of advanced topics and applications. There is extensive coverage of Bayesian vs. frequentist statistics, time series and spectral representation, inequalities, bound and approximation, maximum-likelihood estimation and the expectation-maximization (EM) algorithm, geometric Brownian motion and Ito process. Applications such as hidden Markov models (HMM), the Viterbi, BCJR, and Baum-Welch algorithms, algorithms for machine learning, Wiener and Kalman filters, and queueing and loss networks are treated in detail. The book will be useful to students and researchers in such areas as communications, signal processing, networks, machine learning, bioinformatics, econometrics and mathematical finance. With a solutions manual, lecture slides, supplementary materials and MATLAB programs all available online, it is ideal for classroom teaching as well as a valuable reference for professionals. Codice libro della libreria AAA9780521895446

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Kobayashi, Hisashi/ Mark, Brian L./ Turin, William
Editore: Cambridge Univ Pr (2011)
ISBN 10: 0521895448 ISBN 13: 9780521895446
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Descrizione libro Cambridge Univ Pr, 2011. Hardcover. Condizione libro: Brand New. 780 pages. 9.50x7.00x1.25 inches. In Stock. Codice libro della libreria __0521895448

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HISASHI KOBAYASHI , BRIAN L. MARK , WILLIAM TURIN
ISBN 10: 0521895448 ISBN 13: 9780521895446
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Descrizione libro 2011. Hardback. Condizione libro: NEW. 9780521895446 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Codice libro della libreria HTANDREE0502349

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Hisashi Kobayashi, Brian L. Mark, William Turin
Editore: CAMBRIDGE UNIVERSITY PRESS, United Kingdom (2012)
ISBN 10: 0521895448 ISBN 13: 9780521895446
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Descrizione libro CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2012. Hardback. Condizione libro: New. 250 x 178 mm. Language: English . Brand New Book. Together with the fundamentals of probability, random processes and statistical analysis, this insightful book also presents a broad range of advanced topics and applications. There is extensive coverage of Bayesian vs. frequentist statistics, time series and spectral representation, inequalities, bound and approximation, maximum-likelihood estimation and the expectation-maximization (EM) algorithm, geometric Brownian motion and Ito process. Applications such as hidden Markov models (HMM), the Viterbi, BCJR, and Baum-Welch algorithms, algorithms for machine learning, Wiener and Kalman filters, and queueing and loss networks are treated in detail. The book will be useful to students and researchers in such areas as communications, signal processing, networks, machine learning, bioinformatics, econometrics and mathematical finance. With a solutions manual, lecture slides, supplementary materials and MATLAB programs all available online, it is ideal for classroom teaching as well as a valuable reference for professionals. Codice libro della libreria AAA9780521895446

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Kobayashi, Hisashi
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ISBN 10: 0521895448 ISBN 13: 9780521895446
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Descrizione libro Cambridge University Press, 2011. HRD. Condizione libro: New. New Book.Shipped from US within 10 to 14 business days. Established seller since 2000. Codice libro della libreria IB-9780521895446

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Kobayashi, Hisashi
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Descrizione libro Cambridge University Press, 2011. HRD. Condizione libro: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Codice libro della libreria FM-9780521895446

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Kobayashi, Hisashi; Mark, Brian L.; Turin, William
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Descrizione libro Cambridge University Press, 2012. Hardcover. Condizione libro: New. book. Codice libro della libreria 0521895448

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Kobayashi, Hisashi; Mark, Brian L.; Turin, William
Editore: Port Hope, ON, Canada: Cambridge University Press (2011)
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Descrizione libro Port Hope, ON, Canada: Cambridge University Press, 2011. Hardcover. Condizione libro: New. Ship out 1-2 business day,Brand new,US edition, Free tracking number usually 2-4 biz days delivery to worldwide Same shipping fee with US, Canada,Europe country, Australia, item will ship out from either LA or Asia,k. Codice libro della libreria ABE-7544759184

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Kobayashi, Hisashi; Mark, Brian L.; Turin, William
Editore: Cambridge University Press, USA (2011)
ISBN 10: 0521895448 ISBN 13: 9780521895446
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Descrizione libro Cambridge University Press, USA, 2011. Hardcover. Condizione libro: Brand New. 12mo - over 6¾ - 7¾" tall. US edition Brand New HARD COVER expedite delivery. Codice libro della libreria 001619

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Kobayashi, Hisashi; Mark, Brian L.; Turin, William
Editore: Cambridge University Press, Port Hope, ON, Canada (2011)
ISBN 10: 0521895448 ISBN 13: 9780521895446
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Descrizione libro Cambridge University Press, Port Hope, ON, Canada, 2011. Hardcover. Condizione libro: Brand New. 12mo - over 6¾ - 7¾" tall. international edition Brand New HARD COVER expedite delivery. Codice libro della libreria 000880

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