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Applied Sequential Methodologies

Applied Sequential Methodologies

Real-World Examples with Data Analysis

by Nitis MukhopadhyaySujay Datta and Saibal Chattopadhyay
Hardback
Publication Date: 28/01/2004

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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.

  • ISBN:
    9780824753955
    9780824753955
    Category:
    Probability & statistics
    Format:
    Hardback
    Publication Date:
    28-01-2004
    Language:
    English
    Publisher:
    CRC Press LLC
    Country of origin:
    United States
    Dimensions (mm):
    235x157x25mm
    Weight:
    0.77kg

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