Probability
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Introduction to Probability Statistics and Random Processes
Author | : Hossein Pishro-Nik |
Publsiher | : Unknown |
Total Pages | : 746 |
Release | : 2014-08-15 |
Genre | : Probabilities |
ISBN | : 0990637204 |
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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.
Probability and Statistics
Author | : Michael J. Evans,Jeffrey S. Rosenthal |
Publsiher | : WH Freeman |
Total Pages | : 200 |
Release | : 2010-03-01 |
Genre | : Mathematics |
ISBN | : 1429224630 |
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Unlike traditional introductory math/stat textbooks, Probability and Statistics: The Science of Uncertainty brings a modern flavor to the course, incorporating the computer and offering an integrated approach to inference that includes the frequency approach and the Bayesian inference. From the start the book integrates simulations into its theoretical coverage, and emphasizes the use of computer-powered computation throughout. Math and science majors with just one year of calculus can use this text and experience a refreshing blend of applications and theory that goes beyond merely mastering the technicalities. The new edition includes a number of features designed to make the material more accessible and level-appropriate to the students taking this course today.
Introduction to Probability
Author | : Charles Miller Grinstead,James Laurie Snell |
Publsiher | : American Mathematical Soc. |
Total Pages | : 536 |
Release | : 1997 |
Genre | : Mathematics |
ISBN | : 0821807498 |
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This text is designed for an introductory probability course at the university level for undergraduates in mathematics, the physical and social sciences, engineering, and computer science. It presents a thorough treatment of probability ideas and techniques necessary for a firm understanding of the subject.
Introduction to Probability
Author | : Joseph K. Blitzstein,Jessica Hwang |
Publsiher | : CRC Press |
Total Pages | : 599 |
Release | : 2014-07-24 |
Genre | : Mathematics |
ISBN | : 9781466575578 |
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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.
High Dimensional Probability
Author | : Roman Vershynin |
Publsiher | : Cambridge University Press |
Total Pages | : 299 |
Release | : 2018-09-27 |
Genre | : Business & Economics |
ISBN | : 9781108415194 |
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An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.
Introduction to Probability
Author | : John E. Freund |
Publsiher | : Courier Corporation |
Total Pages | : 247 |
Release | : 2012-05-11 |
Genre | : Mathematics |
ISBN | : 9780486158433 |
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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.
A First Course in Probability
Author | : Sheldon M. Ross |
Publsiher | : Unknown |
Total Pages | : 536 |
Release | : 2002 |
Genre | : Probabilities |
ISBN | : UOM:39076002858251 |
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The Probability Tutoring Book
Author | : Carol Ash |
Publsiher | : Wiley-IEEE Press |
Total Pages | : 0 |
Release | : 1996-11-14 |
Genre | : Mathematics |
ISBN | : 0780310519 |
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A self-study guide for practicing engineers, scientists, and students, this book offers practical, worked-out examples on continuous and discrete probability for problem-solving courses. It is filled with handy diagrams, examples, and solutions that greatly aid in the comprehension of a variety of probability problems.