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Bayesian Nonparametric Data Analysis

Bayesian Nonparametric Data Analysis

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  • Forlagets pris kr. 909,95
  • Leveringstid 2-4 uger
  • Forventet levering 25-05-2018
Bog, paperback (kr. 624,95)
  1. Beskrivelse

    This book reviews nonparametric Bayesian methods and models that have proven useful in the context of data analysis. In selecting specific nonparametric models, simpler and more traditional models are favored over specialized ones. 1 Paperback 10 Illustrations, color; 49 Illustrations... Læs mere

    Udgivelsesdato:
    15-10-2016
    Leveringstid:
    2-4 uger
    Rating:
    (0)
  2. Yderligere info
    Udgivelsesdato:
    15-10-2016
    Sprog:
    Engelsk
    ISBN13:
    9783319368429
    Sidetal:
    207
    Vægt:
    326
    Højde:
    11
    Bredde:
    155
    Længde:
    235
    Mærkat:
    Bog, paperback
    Format:
    Paperback
    Udgave:
    Softcover reprint of the original 1st ed. 2015
    • Bibliotekernes beskrivelse

      This book reviews nonparametric Bayesian methods and models that have proven useful in the context of data analysis. Rather than providing an encyclopedic review of probability models, the book's structure follows a data analysis perspective. As such, the chapters are organized by traditional data analysis problems. In selecting specific nonparametric models, simpler and more traditional models are favored over specialized ones. The discussed methods are illustrated with a wealth of examples, including applications ranging from stylized examples to case studies from recent literature. The book also includes an extensive discussion of computational methods and details on their implementation. R code for many examples is included in online software pages.

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