Introduction to probability

"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 P...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Blitzstein, Joseph K. (VerfasserIn), Hwang, Jessica (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Boca Raton CRC Press/Taylor & Francis Group [2015]
Schriftenreihe:Chapman & Hall/CRC texts in statistical science series
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Beschreibung
Zusammenfassung:"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"--Provided by publisher.
Beschreibung:"A Chapman & Hall book.". - Includes bibliographical references (pages 569-570). - Print version record
Beschreibung:1 online resource (xv, 570 pages) illustrations
ISBN:9781498704786
1498704786
9781466575592
146657559X
9781466575578