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Can I read Probability, Random Processes, and Statistical Analysis: Applications to Communications, Signal Processing, Queueing Theory and Mathematical Finance (Instructor's Solution Manual) (Solutions) on EtoBox?
Probability, Random Processes, and Statistical Analysis: Applications to Communications, Signal Processing, Queueing Theory and Mathematical Finance (Instructor's Solution Manual) (Solutions) by Hisashi Kobayashi, Brian L. Mark, William Turin is a nonfiction available to read on EtoBox.
What is Probability, Random Processes, and Statistical Analysis: Applications to Communications, Signal Processing, Queueing Theory and Mathematical Finance (Instructor's Solution Manual) (Solutions) about?
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.
Who reads Probability, Random Processes, and Statistical Analysis: Applications to Communications, Signal Processing, Queueing Theory and Mathematical Finance (Instructor's Solution Manual) (Solutions)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Hisashi Kobayashi, Brian L. Mark, William Turin
- Publisher
- Cambridge University Press (Virtual Publishing)
- Published
- 2011
- Language
- EN
- ISBN
- 9781139190602
- Category
- nonfiction
- Subjects
- Mathematics, Probability, Stem
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