Probability Statistics And Random Processes For Engineers

Author : Aliakbar Montazer Haghighi,Indika Wickramasinghe
Publisher : CRC Press
Page : 635 pages
File Size : 41,9 Mb
Release : 2020-07-14
Category : Mathematics
ISBN : 9781351238397

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Probability, Statistics, and Stochastic Processes for Engineers and Scientists by Aliakbar Montazer Haghighi,Indika Wickramasinghe Pdf

2020 Taylor & Francis Award Winner for Outstanding New Textbook! Featuring recent advances in the field, this new textbook presents probability and statistics, and their applications in stochastic processes. This book presents key information for understanding the essential aspects of basic probability theory and concepts of reliability as an application. The purpose of this book is to provide an option in this field that combines these areas in one book, balances both theory and practical applications, and also keeps the practitioners in mind. Features Includes numerous examples using current technologies with applications in various fields of study Offers many practical applications of probability in queueing models, all of which are related to the appropriate stochastic processes (continuous time such as waiting time, and fuzzy and discrete time like the classic Gambler’s Ruin Problem) Presents different current topics like probability distributions used in real-world applications of statistics such as climate control and pollution Different types of computer software such as MATLAB®, Minitab, MS Excel, and R as options for illustration, programing and calculation purposes and data analysis Covers reliability and its application in network queues

Author : Henry Stark,John W. Woods
Publisher : Unknown
Page : 646 pages
File Size : 49,9 Mb
Release : 2012
Category : Engineering
ISBN : 0273752286

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Probability, Statistics, and Random Processes for Engineers by Henry Stark,John W. Woods Pdf

For courses in Probability and Random Processes. Probability, Statistics, and Random Processes for Engineers, 4e is a comprehensive treatment of probability and random processes that, more than any other available source, combines rigor with accessibility. Beginning with the fundamentals of probability theory and requiring only college-level calculus, the book develops all the tools needed to understand more advanced topics such as random sequences, continuous-time random processes, and statistical signal processing. The book progresses at a leisurely pace, never assuming more knowledge than contained in the material already covered. Rigor is established by developing all results from the basic axioms and carefully defining and discussing such advanced notions as stochastic convergence, stochastic integrals and resolution of stochastic processes.

Author : Alberto Leon-Garcia
Publisher : Prentice Hall
Page : 833 pages
File Size : 44,5 Mb
Release : 2008
Category : Electric engineering
ISBN : 9780131471221

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Probability, Statistics, and Random Processes for Electrical Engineering by Alberto Leon-Garcia Pdf

While helping students to develop their problem-solving skills, the author motivates students with practical applications from various areas of ECE that demonstrate the relevance of probability theory to engineering practice.

Author : Richard H. Williams
Publisher : Thomson Brooks/Cole
Page : 392 pages
File Size : 42,5 Mb
Release : 2003
Category : Engineering
ISBN : UCSC:32106016522895

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Probability, Statistics, and Random Processes for Engineers by Richard H. Williams Pdf

Written for advanced electrical and computer engineering students, this textbook explains fundamental probability and its applications and extensions. Among the application topics are noise or sinusoids with random phase, the calculation of means and standard deviations, and the application of probability to the reliability of devices and software. Annotation (c)2003 Book News, Inc., Portland, OR (booknews.com)

Author : Anonim
Publisher : Pearson Education India
Page : 624 pages
File Size : 45,6 Mb
Release : 1994-09
Category : Electronic
ISBN : 8131709175

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Probability and Random Processes for Electrical Engineering by Anonim Pdf

Author : Bruce Hajek
Publisher : Cambridge University Press
Page : 429 pages
File Size : 40,7 Mb
Release : 2015-03-12
Category : Computers
ISBN : 9781107100121

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Random Processes for Engineers by Bruce Hajek Pdf

An engaging introduction to the critical tools needed to design and evaluate engineering systems operating in uncertain environments.

Author : Hossein Pishro-Nik
Publisher : Unknown
Page : 746 pages
File Size : 47,7 Mb
Release : 2014-08-15
Category : Probabilities
ISBN : 0990637204

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Introduction to Probability, Statistics, and Random Processes by Hossein Pishro-Nik Pdf

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 : Peter Olofsson,Mikael Andersson
Publisher : John Wiley & Sons
Page : 573 pages
File Size : 43,7 Mb
Release : 2012-05-22
Category : Mathematics
ISBN : 9780470889749

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Probability, Statistics, and Stochastic Processes by Peter Olofsson,Mikael Andersson Pdf

Praise for the First Edition ". . . an excellent textbook . . . well organized and neatly written." —Mathematical Reviews ". . . amazingly interesting . . ." —Technometrics Thoroughly updated to showcase the interrelationships between probability, statistics, and stochastic processes, Probability, Statistics, and Stochastic Processes, Second Edition prepares readers to collect, analyze, and characterize data in their chosen fields. Beginning with three chapters that develop probability theory and introduce the axioms of probability, random variables, and joint distributions, the book goes on to present limit theorems and simulation. The authors combine a rigorous, calculus-based development of theory with an intuitive approach that appeals to readers' sense of reason and logic. Including more than 400 examples that help illustrate concepts and theory, the Second Edition features new material on statistical inference and a wealth of newly added topics, including: Consistency of point estimators Large sample theory Bootstrap simulation Multiple hypothesis testing Fisher's exact test and Kolmogorov-Smirnov test Martingales, renewal processes, and Brownian motion One-way analysis of variance and the general linear model Extensively class-tested to ensure an accessible presentation, Probability, Statistics, and Stochastic Processes, Second Edition is an excellent book for courses on probability and statistics at the upper-undergraduate level. The book is also an ideal resource for scientists and engineers in the fields of statistics, mathematics, industrial management, and engineering.

Author : Henry Stark,John William Woods
Publisher : Prentice Hall
Page : 0 pages
File Size : 42,6 Mb
Release : 2012
Category : Mathematics
ISBN : 0132311232

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Probability, Statistics, and Random Processes for Engineers by Henry Stark,John William Woods Pdf

For courses in Probability and Random Processes. Probability, Statistics, and Random Processes for Engineers, 4e is a useful text for electrical and computer engineers. This book is a comprehensive treatment of probability and random processes that, more than any other available source, combines rigor with accessibility. Beginning with the fundamentals of probability theory and requiring only college-level calculus, the book develops all the tools needed to understand more advanced topics such as random sequences, continuous-time random processes, and statistical signal processing. The book progresses at a leisurely pace, never assuming more knowledge than contained in the material already covered. Rigor is established by developing all results from the basic axiomsand carefully defining and discussing such advanced notions as stochastic convergence, stochastic integrals and resolution of stochastic processes. "

Author : Oliver Ibe
Publisher : Academic Press
Page : 456 pages
File Size : 55,7 Mb
Release : 2014-06-13
Category : Mathematics
ISBN : 9780128010358

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Fundamentals of Applied Probability and Random Processes by Oliver Ibe Pdf

The long-awaited revision of Fundamentals of Applied Probability and Random Processes expands on the central components that made the first edition a classic. The title is based on the premise that engineers use probability as a modeling tool, and that probability can be applied to the solution of engineering problems. Engineers and students studying probability and random processes also need to analyze data, and thus need some knowledge of statistics. This book is designed to provide students with a thorough grounding in probability and stochastic processes, demonstrate their applicability to real-world problems, and introduce the basics of statistics. The book's clear writing style and homework problems make it ideal for the classroom or for self-study. Demonstrates concepts with more than 100 illustrations, including 2 dozen new drawings Expands readers’ understanding of disruptive statistics in a new chapter (chapter 8) Provides new chapter on Introduction to Random Processes with 14 new illustrations and tables explaining key concepts. Includes two chapters devoted to the two branches of statistics, namely descriptive statistics (chapter 8) and inferential (or inductive) statistics (chapter 9).

Author : John A. Gubner
Publisher : Cambridge University Press
Page : 4 pages
File Size : 43,6 Mb
Release : 2006-06-01
Category : Technology & Engineering
ISBN : 9781139457170

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Probability and Random Processes for Electrical and Computer Engineers by John A. Gubner Pdf

The theory of probability is a powerful tool that helps electrical and computer engineers to explain, model, analyze, and design the technology they develop. The text begins at the advanced undergraduate level, assuming only a modest knowledge of probability, and progresses through more complex topics mastered at graduate level. The first five chapters cover the basics of probability and both discrete and continuous random variables. The later chapters have a more specialized coverage, including random vectors, Gaussian random vectors, random processes, Markov Chains, and convergence. Describing tools and results that are used extensively in the field, this is more than a textbook; it is also a reference for researchers working in communications, signal processing, and computer network traffic analysis. With over 300 worked examples, some 800 homework problems, and sections for exam preparation, this is an essential companion for advanced undergraduate and graduate students. Further resources for this title, including solutions (for Instructors only), are available online at www.cambridge.org/9780521864701.

Author : Aliakbar Montazer Haghighi,Indika Wickramasinghe
Publisher : CRC Press
Page : 440 pages
File Size : 54,7 Mb
Release : 2020-07-14
Category : Mathematics
ISBN : 9781351238380

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Probability, Statistics, and Stochastic Processes for Engineers and Scientists by Aliakbar Montazer Haghighi,Indika Wickramasinghe Pdf

Featuring recent advances in the field, this new textbook presents probability and statistics, and their applications in stochastic processes. This book presents key information for understanding the essential aspects of basic probability theory and concepts of reliability as an application. The purpose of this book is to provide an option in this field that combines these areas in one book, balances both theory and practical applications, and also keeps the practitioners in mind. Features Includes numerous examples using current technologies with applications in various fields of study Offers many practical applications of probability in queueing models, all of which are related to the appropriate stochastic processes (continuous time such as waiting time, and fuzzy and discrete time like the classic Gambler’s Ruin Problem) Presents different current topics like probability distributions used in real-world applications of statistics such as climate control and pollution Different types of computer software such as MATLAB®, Minitab, MS Excel, and R as options for illustration, programing and calculation purposes and data analysis Covers reliability and its application in network queues

Author : Henry Stark,John William Woods
Publisher : Unknown
Page : 618 pages
File Size : 40,5 Mb
Release : 1994
Category : Mathematics
ISBN : 0137287917

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Probability, Random Processes, and Estimation Theory for Engineers by Henry Stark,John William Woods Pdf

Disk contains: BASIC and MATLAB demonstration programs.

Author : Henry Stark,John W. Woods
Publisher : Pearson Higher Ed
Page : 858 pages
File Size : 45,8 Mb
Release : 2014-09-18
Category : Technology & Engineering
ISBN : 9781292013992

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Probability and Random Processes with Applications to Signal Processing by Henry Stark,John W. Woods Pdf

For courses in Probability and Random Processes. Probability, Statistics, and Random Processes for Engineers, 4e is a comprehensive treatment of probability and random processes that, more than any other available source, combines rigor with accessibility. Beginning with the fundamentals of probability theory and requiring only college-level calculus, the book develops all the tools needed to understand more advanced topics such as random sequences, continuous-time random processes, and statistical signal processing. The book progresses at a leisurely pace, never assuming more knowledge than contained in the material already covered. Rigor is established by developing all results from the basic axioms and carefully defining and discussing such advanced notions as stochastic convergence, stochastic integrals and resolution of stochastic processes.

Author : John J. Shynk
Publisher : John Wiley & Sons
Page : 850 pages
File Size : 50,5 Mb
Release : 2012-10-15
Category : Computers
ISBN : 9781118393956

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Probability, Random Variables, and Random Processes by John J. Shynk Pdf

Probability, Random Variables, and Random Processes is a comprehensive textbook on probability theory for engineers that provides a more rigorous mathematical framework than is usually encountered in undergraduate courses. It is intended for first-year graduate students who have some familiarity with probability and random variables, though not necessarily of random processes and systems that operate on random signals. It is also appropriate for advanced undergraduate students who have a strong mathematical background. The book has the following features: Several appendices include related material on integration, important inequalities and identities, frequency-domain transforms, and linear algebra. These topics have been included so that the book is relatively self-contained. One appendix contains an extensive summary of 33 random variables and their properties such as moments, characteristic functions, and entropy. Unlike most books on probability, numerous figures have been included to clarify and expand upon important points. Over 600 illustrations and MATLAB plots have been designed to reinforce the material and illustrate the various characterizations and properties of random quantities. Sufficient statistics are covered in detail, as is their connection to parameter estimation techniques. These include classical Bayesian estimation and several optimality criteria: mean-square error, mean-absolute error, maximum likelihood, method of moments, and least squares. The last four chapters provide an introduction to several topics usually studied in subsequent engineering courses: communication systems and information theory; optimal filtering (Wiener and Kalman); adaptive filtering (FIR and IIR); and antenna beamforming, channel equalization, and direction finding. This material is available electronically at the companion website. Probability, Random Variables, and Random Processes is the only textbook on probability for engineers that includes relevant background material, provides extensive summaries of key results, and extends various statistical techniques to a range of applications in signal processing.