Probability - With Applications and R (2nd Edition)

In the newly revised Second Edition of this book, distinguished researchers deliver a thorough introduction to the foundations of probability theory. The book includes a host of chapter exercises, examples in R with included code, and well-explained solutions. With new and improved discussions on re...

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Hlavní autoři: Wagaman, Amy S., Dobrow, Robert P.
Médium: E-kniha Kniha
Jazyk:angličtina
Vydáno: Hoboken John Wiley & Sons 2021
Wiley
John Wiley
John Wiley & Sons, Incorporated
Wiley-Blackwell
Vydání:2nd edition
Témata:
Data processing
General Engineering & Project Administration
General References
Probabilities
Probabilities > Data processing
R (Computer program language)
ISBN:1119692385, 9781119692386
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Shrnutí:In the newly revised Second Edition of this book, distinguished researchers deliver a thorough introduction to the foundations of probability theory. The book includes a host of chapter exercises, examples in R with included code, and well-explained solutions. With new and improved discussions on reproducibility for random numbers and how to set seeds in R, and organizational changes, the new edition will be of use to anyone taking their first probability course within a mathematics, statistics, engineering, or data science program. New exercises and supplemental materials support more engagement with R, and include new code samples to accompany examples in a variety of chapters and sections that didn't include them in the first edition. The new edition also includes for the first time: A thorough discussion of reproducibility in the context of generating random numbers; Revised sections and exercises on conditioning, and a renewed description of specifying PMFs and PDFs; Substantial organizational changes to improve the flow of the material; Additional descriptions and supplemental examples to the bivariate sections to assist students with a limited understanding of calculus.
Bibliografie:Includes bibliographical references (p. 511-514) and index
ISBN:1119692385
9781119692386