Introduction to Probability, Statistics, and Random Processes PDF Download
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Author: Hossein Pishro-Nik
Publisher:
ISBN: 9780990637202
Category : Probabilities
Languages : en
Pages : 746
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Book Description
The book covers basic concepts such as random experiments, probability axioms, conditional probability, and counting methods, single and multiple random variables (discrete, continuous, and mixed), as well as moment-generating functions, characteristic functions, random vectors, and inequalities; limit theorems and convergence; introduction to Bayesian and classical statistics; random processes including processing of random signals, Poisson processes, discrete-time and continuous-time Markov chains, and Brownian motion; simulation using MATLAB and R.
Author: Hossein Pishro-Nik
Publisher:
ISBN: 9780990637202
Category : Probabilities
Languages : en
Pages : 746
Get Book
Book Description
The book covers basic concepts such as random experiments, probability axioms, conditional probability, and counting methods, single and multiple random variables (discrete, continuous, and mixed), as well as moment-generating functions, characteristic functions, random vectors, and inequalities; limit theorems and convergence; introduction to Bayesian and classical statistics; random processes including processing of random signals, Poisson processes, discrete-time and continuous-time Markov chains, and Brownian motion; simulation using MATLAB and R.
Author: John D. McGervey
Publisher: Ivy Books
ISBN: 9780804105323
Category : Probabilities
Languages : en
Pages : 260
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Book Description
Life can be unpredictable. And the more you can predict, the more control you will have over your own life. From calculating the health risks of smoking a pack of cigarettes a day to deciding on the best investments for your money, probabilities play a part in nearly all aspects of everyday life. Now, physics professor John D. McGervey puts all the facts and figures at your fingertips to help you make savvy, informed choices at home, at work, and at play. You will learn how the author believes you can: * Increase your chances of winning blackjack, contract bridge, horse racing, sports betting, and more * Get the most for your dollar when investing or buying insurance * Judge the risks of such common activities as smoking, using drugs, owning a handgun, and driving without a seat belt * Avoid faulty gambling systems and identify misleading statistics that can be used to draw you into poor investments * And much more. Inside you'll find a lively, entertaining, enlightening approach to minimizing your risks and maximizing your results -- simple strategies designed to give you the edge in life.
Author: Peter Olofsson
Publisher: John Wiley & Sons
ISBN: 1118626060
Category : Mathematics
Languages : en
Pages : 280
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Book Description
What are the chances? Find out in this entertaining exploration ofprobabilities inour everyday lives “If there is anything you want to know, or remindyourself, about probabilities, then look no further than thiscomprehensive, yet wittily written and enjoyable, compendium of howto apply probability calculations in real-worldsituations.” — Keith Devlin, Stanford University, National PublicRadio’s “Math Guy” and author of The Math Geneand The Math Instinct “A delightful guide to the sometimes counterintuitivediscipline of probability. Olofsson points out major ideas here,explains classic puzzles there, and everywhere makes free use ofwitty vignettes to instruct and amuse.” — John Allen Paulos, Temple University, author ofInnumeracy and A Mathematician Reads the Newspaper “Beautifully written, with fascinating examples andtidbits of information. Olofsson gently and persuasively shows ushow to think clearly about the uncertainty that governs ourlives.” — John Haigh, University of Sussex, author of TakingChances: Winning with Probability From probable improbabilities to regular irregularities,Probabilities: The Little Numbers That Rule Our Livesinvestigates the often-surprising effects of risk and chance in oureveryday lives. With examples ranging from WWII espionage to the O.J. Simpson trial, from bridge to blackjack, from Julius Caesar toJerry Seinfeld, the reader is taught how to think straight in aworld of randomness and uncertainty. Throughout the book, readers learn: Why it is not that surprising for someone to win the lotterytwice How a faulty probability calculation forced an innocent womanto spend three years in prison How to place bets if you absolutely insist on gambling How a newspaper turned an opinion poll into one of the greatestelection blunders in history Educational, eloquent, and entertaining, Probabilities: TheLittle Numbers That Rule Our Lives is the ideal companion foranyone who wants to obtain a better understanding of themathematics of chance.
Author: Claus Beisbart
Publisher: Oxford University Press
ISBN: 0199577439
Category : Philosophy
Languages : en
Pages : 450
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Book Description
This volume provides a philosophical appraisal of probabilities in all of physics. It makes sense of probabilistic statements as they occur in the various physical theories and models and presents a plausible epistemology and metaphysics of probabilities.
Author: Joseph K. Blitzstein
Publisher: CRC Press
ISBN: 1466575573
Category : Mathematics
Languages : en
Pages : 599
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Book Description
Developed from celebrated Harvard statistics lectures, Introduction to Probability provides essential language and tools for understanding statistics, randomness, and uncertainty. The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google PageRank and Markov chain Monte Carlo (MCMC). Additional application areas explored include genetics, medicine, computer science, and information theory. The print book version includes a code that provides free access to an eBook version. The authors present the material in an accessible style and motivate concepts using real-world examples. Throughout, they use stories to uncover connections between the fundamental distributions in statistics and conditioning to reduce complicated problems to manageable pieces. The book includes many intuitive explanations, diagrams, and practice problems. Each chapter ends with a section showing how to perform relevant simulations and calculations in R, a free statistical software environment.
Author: Richard Von Mises
Publisher: Courier Corporation
ISBN: 0486242145
Category : Mathematics
Languages : en
Pages : 273
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Book Description
This comprehensive study of probability considers the approaches of Pascal, Laplace, Poisson, and others. It also discusses Laws of Large Numbers, the theory of errors, and other relevant topics.
Author: Henk Tijms
Publisher: Cambridge University Press
ISBN: 1139511076
Category : Mathematics
Languages : en
Pages :
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Book Description
Understanding Probability is a unique and stimulating approach to a first course in probability. The first part of the book demystifies probability and uses many wonderful probability applications from everyday life to help the reader develop a feel for probabilities. The second part, covering a wide range of topics, teaches clearly and simply the basics of probability. This fully revised third edition has been packed with even more exercises and examples and it includes new sections on Bayesian inference, Markov chain Monte-Carlo simulation, hitting probabilities in random walks and Brownian motion, and a new chapter on continuous-time Markov chains with applications. Here you will find all the material taught in an introductory probability course. The first part of the book, with its easy-going style, can be read by anybody with a reasonable background in high school mathematics. The second part of the book requires a basic course in calculus.
Author: Ruma Falk
Publisher: A K Peters/CRC Press
ISBN:
Category : Mathematics
Languages : en
Pages : 264
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Book Description
Author: John E. Freund
Publisher: Courier Corporation
ISBN: 0486158438
Category : Mathematics
Languages : en
Pages : 247
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Book Description
Featured topics include permutations and factorials, probabilities and odds, frequency interpretation, mathematical expectation, decision making, postulates of probability, rule of elimination, much more. Exercises with some solutions. Summary. 1973 edition.
Author: Robert B. Ash
Publisher: Courier Corporation
ISBN: 0486466280
Category : Mathematics
Languages : en
Pages : 354
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Book Description
This introduction to more advanced courses in probability and real analysis emphasizes the probabilistic way of thinking, rather than measure-theoretic concepts. Geared toward advanced undergraduates and graduate students, its sole prerequisite is calculus. Taking statistics as its major field of application, the text opens with a review of basic concepts, advancing to surveys of random variables, the properties of expectation, conditional probability and expectation, and characteristic functions. Subsequent topics include infinite sequences of random variables, Markov chains, and an introduction to statistics. Complete solutions to some of the problems appear at the end of the book.
