【数据分析】 Analyzing Longitudinal Clinical Trial Data (2016)

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Analyzing Longitudinal Clinical Trial Data: A Practical Guide

Craig Mallinckrodt, Ilya Lipkovich



Analyzing Longitudinal Clinical Trial Data: A Practical Guide provide practical and easy to implement approaches for bringing the latest theory on analysis of longitudinal clinical trial data into routine practice.　This book, with its example-oriented approach that includes numerous SAS and R code fragments, is an essential resource for statisticians and graduate students specializing in medical research.

The authors provide clear descriptions of the relevant statistical theory and illustrate practical considerations for modeling longitudinal data. Topics covered include choice of endpoint and statistical test; modeling means and the correlations between repeated measurements; accounting for covariates; modeling categorical data; model verification; methods for incomplete (missing) data that includes the latest developments in sensitivity analyses, along with approaches for and issues in choosing estimands; and means for preventing missing data. Each chapter stands alone in its coverage of a topic. The concluding chapters provide detailed advice on how to integrate these independent topics into an over-arching study development process and statistical analysis plan.

Features

• Emphasizes how to analyze longitudinal data that may include missing data

• Focuses on the most relevant and current theory for the common issues faced in planning and implementing analyses for longitudinal trials

• Emphasizes bringing that theory into routine use in a practical and efficient manner via extensive examples with realistic data and the programming code to implement the analyses.

• Uses a holistic approach that considers the interactions between estimands (what is to be estimated), trial design, and trial analyses, along with the focus on practical implementation that sets this text apart from existing texts.

本帖隐藏的内容

https://bbs.pinggu.org/thread-5064176-1-1.html

  如果你喜欢我分享的书籍，请关注我：
https://bbs.pinggu.org/z_guanzhu.php?action=add&fuid=5975757

订阅我的文库：

【金融 + 经济 + 商学 + 国际政治】
https://bbs.pinggu.org/forum.php?mod=collection&action=view&ctid=3257

【数学 + 统计 + 计算机编程】
https://bbs.pinggu.org/forum.php?mod=collection&action=view&ctid=3258

【历史 + 心理学 + 社会自然科学】
https://bbs.pinggu.org/forum.php?mod=collection&action=view&ctid=3259

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏7 回帖

关键词：Longitudinal Longitudina Analyzing Clinical clinic essential practical includes practice clinical

......

ding!!!!!!!!

好书啊
我要好好学习

XIE XIE, ANOTHER GOOD BOOK BY CRC.

cccccccccc

支持分享

cmwei333 发表于 2017-1-14 06:14
Analyzing Longitudinal Clinical Trial Data: A Practical Guide

Craig Mallinckrodt, Ilya Lipkovich
...

好的收到

好书需要学习