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Applied Multivariate Statistics with R by Daniel Zelterman - Paperback
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PRODUCT INFORMATION

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    Specifications

    Category Type
    Mathematics
    ISBN
    9783319140926
    Item EAN
    2724444922824
    People
    Author
    Daniel Zelterman
    People
    Publisher
    Springer
    Category Type
    Mathematics
    ISBN
    9783319140926
    Item EAN
    2724444922824
    People
    Author
    Daniel Zelterman
    People
    Publisher
    Springer
    Technical Information
    Binding
    Paperback
    Languages and countries
    Book Language
    English
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  •  

    Description:

    His 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

    His 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.

    Product Features :
    • Category Type: Mathematics
    • Author: Daniel Zelterman
    • ISBN: 9783319140926
    • Binding: Paperback
    • Book Language: English
    • Publisher: Springer
    • Number of Pages: 409 Pages
    • Dimensions: 23.5 x 15.5 x 2.8 cm
    • Weight: 0.93 kg
    • Publication Year: 2015
    • Country of Origin: Switzerland
    • Recommended Age: 15+ years
 

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