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Viac informácií o knihe Probability, Random Processes, and Statistical Analysis

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 285 bodov

Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Mathematics Probability & statistics

• Celý názov: Probability, Random Processes, and Statistical Analysis
• Autor: Hisashi Kobayashi
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 812
• EAN: 9780521895446
• ISBN: 0521895448
• ID: 04354102
• Nakladateľ: Cambridge University Press
• Hmotnosť: 1714 g
• Rozmery: 180 × 253 × 43 mm
• Dátum vydania: 15. December 2011

Obľúbené z iného súdka

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