Introduction to Probability

1st Edition

Joseph K. Blitzstein, Jessica Hwang

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Chapman and Hall/CRC
Published July 24, 2014
Textbook - 596 Pages - 115 B/W Illustrations
ISBN 9781466575578 - CAT# K16714
Series: Chapman & Hall/CRC Texts in Statistical Science

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Summary

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.

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