{"product_id":"probability-random-processes-and-statistical-analysis-hardcover","title":"Probability, Random Processes, and Statistical Analysis - Hardcover","description":"\u003cp\u003eby \u003cb\u003eHisashi Kobayashi\u003c\/b\u003e (Author), \u003cb\u003eBrian L. Mark\u003c\/b\u003e (Author), \u003cb\u003eWilliam Turin\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003eTogether 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 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:\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 812\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.9 x 9.7 x 6.9 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e December 15, 2011\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":47453271163058,"sku":"9780521895446","price":151.47,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0770\/3891\/1666\/files\/5561c559aed77efea22063b8f57b5b6b.webp?v=1778825640","url":"https:\/\/box.dadyminds.org\/products\/probability-random-processes-and-statistical-analysis-hardcover","provider":"DADYMINDS BOX","version":"1.0","type":"link"}