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Probability, Random Processes, and Statistical Analysis - Applications to Communications, Signal Processing, Queueing Theory and Mathematical Finance (Electronic book text) Loot Price: R2,258
Discovery Miles 22 580
Probability, Random Processes, and Statistical Analysis - Applications to Communications, Signal Processing, Queueing Theory...
Probability, Random Processes, and Statistical Analysis - Applications to Communications, Signal Processing, Queueing Theory...

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Probability, Random Processes, and Statistical Analysis - Applications to Communications, Signal Processing, Queueing Theory and Mathematical Finance (Electronic book text)

Hisashi Kobayashi, Brian L. Mark, William Turin

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Loot Price R2,258 Discovery Miles 22 580 | Repayment Terms: R210 pm x 12*

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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, queueing and loss networks, and 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. Professor Hisashi Kobayashi discusses the book: "

General

Imprint: Cambridge University Press (Virtual Publishing)
Country of origin: United Kingdom
Release date: June 2012
First published: June 2012
Authors: Hisashi Kobayashi • Brian L. Mark • William Turin
Format: Electronic book text
ISBN-13: 978-0-511-97777-0
Barcode: 9780511977770
Categories: Promotions
Books > Science & Mathematics > Mathematics > Probability & statistics
LSN: 0-511-97777-8

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