書誌事項

Outliers in statistical data

Vic Barnett and Toby Lewis

(Wiley series in probability and mathematical statistics, . Applied probability and statistics)

Wiley, 1994

3rd ed

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注記

Includes bibliographical references (p. [527]-573) and index

内容説明・目次

内容説明

From its initial publication this book has been the standard text on the subject. Since then there has been a continuing high level of activity, and work has developed in all major areas. This third edition reflects the latest state of knowledge with fully revised and extended coverage of all topics. Additional topics and new emphases are presented and a richer coverage of practical fields and computer-based facilities, together with a fully updated reference list, are provided.

目次

Partial table of contents. BASIC PRINCIPLES. Why Do Outlying Observations Arise and What Should One Do AboutThem? The Accommodation Approach: Robust Estimation and Testing. UNIVARIATE DATA. Accommodation Procedures for Univariate Samples. Specific Discordancy Tests for Outliers in UnivariateSamples. MULTIVARIATE AND STRUCTURED DATA. Outliers in Multivariate Data. The Outlier Problem for Structured Data: Regression, the LinearModel and Designed Experiments. SPECIAL TOPICS. Bayesian Approaches to Outliers. Outliers in Time Series: An Important Area of Outlier Study. Outliers in Directional Data. Appendix. References and Bibliography. Index.

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詳細情報
  • NII書誌ID(NCID)
    BA21923348
  • ISBN
    • 0471930946
  • LCCN
    93029289
  • 出版国コード
    uk
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Chichester, England ; New York
  • ページ数/冊数
    xvii, 584 p.
  • 大きさ
    24 cm
  • 分類
  • 件名
  • 親書誌ID
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