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Applied Sequential Methodologies: Real-World Examples with Data Analysis (Statistics: A Textbooks and Monographs) - Softcover

Buch 18 von 88: Statistics: A Series of Textbooks and Monographs
 
9780367394561: Applied Sequential Methodologies: Real-World Examples with Data Analysis (Statistics: A Textbooks and Monographs)
Softcover
ISBN 10: 0367394561 ISBN 13: 9780367394561
Verlag: CRC Press, 2019

Inhaltsangabe

A technically precise yet clear presentation of modern sequential methodologies having immediate applications to practical problems in the real world, Applied Sequential Methodologies communicates invaluable techniques for data mining, agricultural science, genetics, computer simulation, finance, clinical trials, sonar signal detection, randomization, multiple comparisons, psychology, tracking, surveillance, and numerous additional areas of application.

Includes more than 500 references, 165 figures and tables, and over 25 pages of subject and author indexes.

Applied Sequential Methodologies brings the crucial nature of sequential approaches up to speed with recent theoretical gains, demonstrating their utility for solving real-life problems associated with

  • Change-point detection in multichannel and distributed systems
  • Best component selection for multivariate distributions
  • Multistate processes
  • Approximations for moving sums of discrete random variables
  • Interim and terminal analyses of clinical trials
  • Adaptive designs for longitudinal clinical trials
  • Slope estimation in measurement-error models
  • Tests for randomization and target tracking
  • Appropriate count of simulation runs
  • Stock price models
  • Orders of genes
  • Size and power control in multiple comparisons

    Authored by 33 leading scientists, this volume will greatly benefit sequential analysts, data analysts, applied statisticians, biometricians, clinical trialists, and upper-level undergraduate and graduate students in these disciplines.

    • Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Über die Autorin bzw. den Autor

    Nitis Mukhopadhyay, Sujay Datta, Saibal Chattopadhyay

    Von der hinteren Coverseite

    Applied Sequential Methodologies offers a technically precise yet clear presentation of modern sequential methodologies having immediate applicability to practical problems in the real world. It brings crucial sequential approaches up to speed with recent theoretical gains and demonstrates their utility in solving real-life problems associated with change-point detection in multichannel and distributed systems, best-component selection for multivariate distributions, and multistate processes. The chapters contributed by international authorities contain valuable methods for data mining, agriculture science, genetics, computer simulation, finance, clinical trials, and more.

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    Verlag
    CRC Press
    Erscheinungsdatum
    2019
    Sprache
    Englisch
    ISBN 10 
    0367394561
    ISBN 13 
    9780367394561
    Einband
    Taschenbuch
    Anzahl der Seiten
    418
    Herausgeber
    Mukhopadhyay Nitis, Datta Sujay, Chattopadhyay Saibal
    Kontakt zum Hersteller
    preigu GmbH & Co. KG
    mail@preigu.de

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