Applied longitudinal data analysis for medical science[electronic resource] :a practical guide

  • 作者: Twisk, Jos W. R.,
  • 出版: Cambridge : Cambridge University Press 2023.
  • 版本: Third edition.
  • 稽核項: xii, 258 p. :ill., digital ;26 cm.
  • 標題: Epidemiology Statistical methods. , Statistical methods. , Public health Mathematical models. , Public health , Epidemiology , Longitudinal method. , Mathematical models. , Epidemiology Mathematical models.
  • ISBN: 1009288032 , 9781009288033
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  • 附註: This edition also issued in print: 2023. Previous edition: published as Applied longitudinal data analysis for epidemiology. 2013. Includes bibliographical references and index.
  • 摘要: This updated new edition discusses the most important techniques available for analysing data of this type. Using non-technical language, the book explores simple methods such as the paired t-test and summary statistics as well as more sophisticated regression-based methods, including mixed model analysis. The emphasis of the discussion lies in the interpretation of the results of these different methods, covering data analysis with continuous, dichotomous, categorical and other outcome variables. Datasets used throughout the book are provided, enabling readers to re-analyse the examples as they make their way through chapters and improve their understanding of the material. Finally, an extensive and practical overview of, and comparison between, different software packages is provided.
  • 電子資源: https://dbs.tnua.edu.tw/login?url=https://doi.org/10.1017/9781009288002
  • 系統號: 005338390
  • 資料類型: 電子書
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  • 引用網址: 複製連結