Applied longitudinal data analysis for medical science : 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, UK : Cambridge University Press 2023.
- 主題： Epidemiology--Research--Statistical methods. , Epidemiology--Longitudinal studies. , Epidemiology--Statistical methods. , Longitudinal method. , Longitudinal Studies. , Data Analysis. , Data Interpretation, Statistical. , Models, Statistical.
- 版本：3rd ed.
- ISBN： 9781009288040 (hbk.): GBP100.00 、 9781009288033 (pbk.)
- 一般註：Preceded by Applied longitudinal data analysis for epidemiology / Jos W.R. Twisk. Second edition. 2013.
- 書目註：Includes bibliographical references and index.
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讀者標籤：
- 系統號： 005291614 | 機讀編目格式
館藏資訊
摘要註
"In this book the most important methods available for longitudinal data analysis are discussed. This discussion includes simple methods such as the paired t-test and summary statistics, and also more sophisticated methods such as generalized estimating equations and mixed model analysis. A distinction is made between longitudinal data analysis with continuous, dichotomous, categorical and other outcome variables"--
內容註
Continuous outcome variables -- Continuous outcome variables : regression based methods -- Modelling of time -- Models to disentangle the between-and within-subjects relationship -- Causality in observational longitudinal studies -- Dichotomous outcome variables -- Categorical and count outcome variables -- Outcome variables with floor or ceiling effects -- Analysis of longitudinal intervention studies -- Missing data in longitudinal studies -- Sample size calculations -- Software for longitudinal data analysis.