Springer Series in Statistics Books in Order

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The Springer Series in Statistics is a collection of books focused on statistical theory and methodology, with an emphasis on practical applications and computational techniques. The series includes works that explore topics such as machine learning, data mining, and smoothing methods, offering both theoretical foundations and real-world examples. Designed for academic and professional audiences, the books often include exercises, data sets, and references to support learning and research.

Publication order

In the order the books were originally released.

  1. Cover of Data

    Data

    1985 · David F. Andrews and Agnes M. Herzberg

    A data center is a physical facility designed for the storage, management, and dissemination of data and information, including supporting artificial…

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  2. Cover of Smoothing methods in statistics

    Smoothing methods in statistics

    1996

    This 1996 book surveys the uses of smoothing methods in statistics with an applied focus, covering univariate and multivariate density estimation,…

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  3. Cover of The Elements of Statistical Learning

    The Elements of Statistical Learning

    2009 · Jerome Friedman

    This book describes important statistical ideas used in machine learning, data mining, and bioinformatics. It covers a broad range of topics, from…

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  4. Cover of Analysis of Neural Data

    Analysis of Neural Data

    2014 · Robert E. Kass

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Frequently asked questions

What order should I read the Springer Series in Statistics books in?

Read them in publication order, starting with “Data”. Start with “Data.”

How many books are in the Springer Series in Statistics series?

We list 4 books by David F. Andrews , published between 1985–2014.

Where can I buy the Springer Series in Statistics books?

Each title above links to Amazon. See our affiliate disclosure.

Reading order compiled from author/publisher guidance and verified bibliographic data. Spotted a wrong order, a missing book, or any other mistake? and we'll correct it.