Multiple imputation and its applicat...
Carpenter, James R.

 

  • Multiple imputation and its application[electronic resource] /
  • レコード種別: 言語・文字資料 (印刷物) : 単行資料
    [NT 15000414] null: 610.72/4
    タイトル / 著者: Multiple imputation and its application/ James R. Carpenter and Michael G. Kenward.
    著者: Carpenter, James R.
    その他の著者: Kenward, Michael G.,
    出版された: Chichester, West Sussex : : Wiley,, 2013.
    記述: 1 online resource (xviii, 345 p.) : : ill.
    主題: Multiple imputation (Statistics)
    主題: Missing observations (Statistics)
    主題: Social sciences - Statistical methods.
    主題: Medical statistics.
    主題: Medicine - Research
    主題: Data Interpretation, Statistical.
    主題: Biomedical Research - methods.
    国際標準図書番号 (ISBN) : 9781119942283 (electronic bk.)
    国際標準図書番号 (ISBN) : 1119942284 (electronic bk.)
    国際標準図書番号 (ISBN) : 9781118442616 (ePub)
    国際標準図書番号 (ISBN) : 111844261X (ePub)
    国際標準図書番号 (ISBN) : 9781118442623 (MobiPocket)
    国際標準図書番号 (ISBN) : 1118442628 (MobiPocket)
    国際標準図書番号 (ISBN) : 9781119942276 (Adobe PDF)
    国際標準図書番号 (ISBN) : 1119942276 (Adobe PDF)
    [NT 15000227] null: Includes bibliographical references (p. 316-326) and indexes.
    [NT 15000228] null: Introduction -- The multiple imputation procedure and its justification -- Multiple imputation of quantitative data -- Multiple imputation of binary and ordinal data -- Multiple imputation of unordered categorical data -- Nonlinear relationships -- Interactions -- Survival data, skips and large datasets -- Multilevel multiple imputation -- Sensitivity analysis: MI unleashed -- Including survey weights -- Robust multiple imputation.
    [NT 15000229] null: "This book is written with three main aims; to provide a thorough introduction to the general MI methods, to provide a detailed discussion of the practical use of the MI method and to present real-world examples drawn from the field of biostatistics"--Provided by publisher.
    電子資源: http://onlinelibrary.wiley.com/book/10.1002/9781119942283
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