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William Turin
Probability, Random Processes, and Statistical Analysis
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3513645Probability, Random Processes, and Statistical Analysishttps://www.gandhi.com.mx/probability-random-processes-and-statistical-analysis-9781139179591/phttps://gandhi.vtexassets.com/arquivos/ids/2412089/4ee08172-ac42-48ca-aa4a-912c2534b277.jpg?v=63838394031743000015711916MXNCambridge University PressInStock/Ebooks/<p>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 It process. Applications such as hidden Markov models (HMM), the Viterbi, BCJR, and BaumWelch 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.</p>...3449585Probability, Random Processes, and Statistical Analysis15711916https://www.gandhi.com.mx/probability-random-processes-and-statistical-analysis-9781139179591/phttps://gandhi.vtexassets.com/arquivos/ids/2412089/4ee08172-ac42-48ca-aa4a-912c2534b277.jpg?v=638383940317430000InStockMXN99999DIEbook20119781139179591_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_<p>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 It process. Applications such as hidden Markov models (HMM), the Viterbi, BCJR, and BaumWelch 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.</p>...9781139179591_Cambridge University Presslibro_electonico_2be6686b-5357-3feb-b0e8-8e785a2b569b_9781139179591;9781139179591_9781139179591William TurinInglésMéxicohttps://getbook.kobo.com/koboid-prod-public/cambridgeupress-epub-f0db2285-797b-4e0d-863b-e57b416335bf.epub2011-12-15T00:00:00+00:00Cambridge University Press