Statistics for experimenters : an introduction to design, data analysis, and model building

書誌事項

Statistics for experimenters : an introduction to design, data analysis, and model building

George E.P. Box, William G. Hunter, J. Stuart Hunter

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

J. Wiley, c1978

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注記

Includes bibliographical references and indexes

内容説明・目次

内容説明

Introduces the philosophy of experimentation and the part that statistics play in experimentation. Emphasizes the need to develop a capability for "statistical thinking" by using examples drawn from actual case studies.

目次

Science and Statistics. COMPARING TWO TREATMENTS. Use of External Reference Distribution to Compare Two Means. Random Sampling and the Declaration of Independence. Randomization and Blocking with Paired Comparisons. Significance Tests and Confidence Intervals for Means, Variances, Proportions and Frequences. COMPARING MORE THAN TWO TREATMENTS. Experiments to Compare k Treatment Means. Randomized Block and Two--Way Factorial Designs. Designs with More Than One Blocking Variable. MEASURING THE EFFECTS OF VARIABLES. Empirical Modeling. Factorial Designs at Two Levels. More Applications of Factorial Designs. Fractional Factorial Designs at Two Levels. More Applications of Fractional Factorial Designs. BUILDING MODELS AND USING THEM. Simple Modeling with Least Squares (Regression Analysis). Response Surface Methods. Mechanistic Model Building. Study of Variation. Modeling Dependence: Times Series. Appendix Tables. Index.

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詳細情報

  • NII書誌ID(NCID)
    BA02427327
  • ISBN
    • 0471093157
  • LCCN
    77015087
  • 出版国コード
    us
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    New York
  • ページ数/冊数
    xviii, 653 p.
  • 大きさ
    24 cm
  • 親書誌ID
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