Comprehensive chemometrics : chemical and biochemical data analysis

著者

    • Brown, Steven D.
    • Tauler i Ferré, Romà
    • Walczak, Beata

書誌事項

Comprehensive chemometrics : chemical and biochemical data analysis

editors-in-chief, Steven D. Brown, Romà Tauler, Beata Walczak

Elsevier, 2009

  • : set
  • v. 1
  • v. 2
  • v. 3
  • v. 4

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

Designed to serve as the first point of reference on the subject, Comprehensive Chemometrics presents an integrated summary of the present state of chemical and biochemical data analysis and manipulation. The work covers all major areas ranging from statistics to data acquisition, analysis, and applications. This major reference work provides broad-ranging, validated summaries of the major topics in chemometrics-with chapter introductions and advanced reviews for each area. The level of material is appropriate for graduate students as well as active researchers seeking a ready reference on obtaining and analyzing scientific data.

目次

Statistics Experimental Design Optimization Data preprocessing Linear soft-modeling Unsupervised Data Mining Linear Regression Modeling Non-linear Regression Classification Feature Selection Multivariate Robust Techniques Applications

「Nielsen BookData」 より

詳細情報

  • NII書誌ID(NCID)
    BB00626614
  • ISBN
    • 9780444527028
    • 9780444527035
    • 9780444527042
    • 9780444527059
    • 9780444527066
  • LCCN
    2008943480
  • 出版国コード
    ne
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Amsterdam
  • ページ数/冊数
    4 v.
  • 大きさ
    27 cm
  • 分類
  • 件名
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