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Applied Multivariate Statistics with R

Language EnglishEnglish
Book Paperback
Book Applied Multivariate Statistics with R Daniel Zelterman
Libristo code: 18311112
Publishers Springer International Publishing AG, October 2016
This book brings the power of multivariate statistics to graduate-level practitioners, making these... Full description
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This book brings the power of multivariate statistics to graduate-level practitioners, making these analytical methods accessible without lengthy mathematical derivations. Using the open source, shareware program R , Professor Zelterman demonstrates the process and outcomes for a wide array of multivariate statistical applications. Chapters cover graphical displays, linear algebra, univariate, bivariate and multivariate normal distributions, factor methods, linear regression, discrimination and classification, clustering, time series models, and additional methods. Zelterman uses practical examples from diverse disciplines to welcome readers from a variety of academic specialties. Those with backgrounds in statistics will learn new methods while they review more familiar topics. Chapters include exercises, real data sets, and R implementations. The data are interesting, real-world topics, particularly from health and biology-related contexts. As an example of the approach, the text examines a sample from the Behavior Risk Factor Surveillance System, discussing both the shortcomings of the data as well as useful analyses. The text avoids theoretical derivations beyond those needed to fully appreciate the methods. Prior experience with R is not necessary.

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About the book

Full name Applied Multivariate Statistics with R
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 393
EAN 9783319361635
Libristo code 18311112
Weight 6954
Dimensions 155 x 235 x 16
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