Preventing and treating missing data in longitudinal clinical trials : a practical guide / Craig H. Mallinckrodt
- 作者： Mallinckrodt, Craig H. 1958-
- 出版： Cambridge : Cambridge University Press 2013
- 叢書名： Practical guides to biostatistics and epidemiologyPractical guides to biostatistics and epidemiology
- 主題： Clinical trials. , Medical sciences--Statistical methods , Regression analysis--Data processing. , Statistics as Topic , Clinical Trials as Topic , Data Interpretation, Statistical. , Longitudinal Studies. , Reproducibility of Results
- ISBN： 9781107031388 (hbk.) :: US$99.00 、 1107031389 (hbk.) 、 9781107679153 (pbk.) 、 110767915X (pbk.)
- 一般註：Includes bibliographical references (p. 153-159) and index
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讀者標籤：
- 系統號： 005211014 | 機讀編目格式
館藏資訊
摘要註
"Recent decades have brought advances in statistical theory for missing data, which, combined with advances in computing ability, have allowed implementation of a wide array of analyses. In fact, so many methods are available that it can be difficult to ascertain when to use which method. This book focuses on the prevention and treatment of missing data in longitudinal clinical trials. Based on his extensive experience with missing data, the author offers advice on choosing analysis methods and on ways to prevent missing data through appropriate trial design and conduct. He offers a practical guide to key principles and explains analytic methods for the non-statistician using limited statistical notation and jargon. The book's goal is to present a comprehensive strategy for preventing and treating missing data, and to make available the programs used to conduct the analyses of the example dataset"--Provided by publisher