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Item Details
Title: PROBABILITY
WITH APPLICATIONS AND R
By: Robert P. Dobrow
Format: Hardback

List price: £112.00


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ISBN 10: 1118241258
ISBN 13: 9781118241257
Publisher: JOHN WILEY & SONS INC
Pub. date: 4 November, 2013
Pages: 520
Description: An introduction to probability at the undergraduate level Chance and randomness are encountered on a daily basis. Authored by a highly qualified professor in the field, Probability: With Applications and R delves into the theories and applications essential to obtaining a thorough understanding of probability.
Synopsis: An introduction to probability at the undergraduate level Chance and randomness are encountered on a daily basis. Authored by a highly qualified professor in the field, Probability: With Applications and R delves into the theories and applications essential to obtaining a thorough understanding of probability. With real-life examples and thoughtful exercises from fields as diverse as biology, computer science, cryptology, ecology, public health, and sports, the book is accessible for a variety of readers. The book s emphasis on simulation through the use of the popular R software language clarifies and illustrates key computational and theoretical results. Probability: With Applications and R helps readers develop problem-solving skills and delivers an appropriate mix of theory and application.The book includes: * Chapters covering first principles, conditional probability, independent trials, random variables, discrete distributions, continuous probability, continuous distributions, conditional distribution, and limits * An early introduction to random variables and Monte Carlo simulation and an emphasis on conditional probability, conditioning, and developing probabilistic intuition * An R tutorial with example script files * Many classic and historical problems of probability as well as nontraditional material, such as Benford s law, power-law distributions, and Bayesian statistics * A topics section with suitable material for projects and explorations, such as random walk on graphs, Markov chains, and Markov chain Monte Carlo * Chapter-by-chapter summaries and hundreds of practical exercises Probability: With Applications and R is an ideal text for a beginning course in probability at the undergraduate level.
Illustrations: illustrations, 1 map
Publication: US
Imprint: John Wiley & Sons Inc
Returns: Returnable
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