Applied longitudinal data analysis for medical science [electronic resource] : a practical guide / Jos W.R. Twisk.
- 作者： Twisk, Jos W. R., 1962-
- 其他題名：
- Applied longitudinal data analysis for epidemiology
- 出版： Cambridge : Cambridge University Press 2023.
- 主題： Longitudinal method. , Epidemiology--Statistical methods. , Epidemiology--Mathematical models. , Public health--Mathematical models.
- 版本：Third edition.
- ISBN： 9781009288002 (electronic bk.) 、 9781009288040 (hardback) 、 9781009288033 (paperback)
- URL：
電子書(校內)
電子書(校外)
- 一般註：This edition also issued in print: 2023. Previous edition: published as Applied longitudinal data analysis for epidemiology. 2013. Includes bibliographical references and index. 113年度臺灣學術電子書暨資料庫聯盟採購
- 適用對象註：
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讀者標籤：
- 系統號： 000312083 | 機讀編目格式
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摘要註
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.
