A cluster-adjusted rank-based test for a clinical trial concerning multiple endpoints with application to dietary intervention assessment
文献类型：期刊论文
| 作者 | Zhang, Wei1; Liu, Aiyi1; Tang, Larry L.2,3; Li, Qizhai4
|
| 刊名 | BIOMETRICS
 |
| 出版日期 | 2019-09-01 |
| 卷号 | 75期号:3页码:821-830 |
| 关键词 | generalized Behrens-Fisher hypothesis multivariate distributions nonparametrics rank statistics type I errors power of test |
| ISSN号 | 0006-341X |
| DOI | 10.1111/biom.13029 |
| 英文摘要 | Multiple endpoints are often naturally clustered based on their scientific interpretations. Tests that compare these clustered outcomes between independent groups may lose efficiency if the cluster structures are not properly accounted for. For the two-sample generalized Behrens-Fisher hypothesis concerning multiple endpointswe propose a cluster-adjusted multivariate test procedure for the comparison and demonstrate its gain in efficiency over test procedures that ignore the clusters. Data from a dietary intervention trial are used to illustrate the methods. |
| 资助项目 | Intramural Research Program of the Eunice Kennedy Shriver National Institute of Child Health and Human Development of the National Institutes of Health ; Intramural Research Program of the National Institutes of Health ; US Social Security Administration ; Special National Key Research and Development Plan[2016YFD0400206] ; Breakthrough Project of Strategic Priority Program of the Chinese Academy of Sciences[XDB13040600] ; National Nature Science Foundation of China[11722113] |
| WOS研究方向 | Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology ; Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000488608100010 |
| 出版者 | WILEY |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/35873]  |
| 专题 | 系统科学研究所 |
| 通讯作者 | Li, Qizhai |
| 作者单位 | 1.Eunice Kennedy Shriver Natl Inst Child Hlth & Hum, Biostat & Bioinformat Branch, NIH, Bethesda, MD USA 2.George Mason Univ, Dept Stat, Fairfax, VA 22030 USA 3.Natl Inst Hlth Clin Ctr, Rehabil Med Dept, Bethesda, MD USA 4.Chinese Acad Sci, Acad Math & Syst Sci, NCMIS, LSC, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Wei,Liu, Aiyi,Tang, Larry L.,et al. A cluster-adjusted rank-based test for a clinical trial concerning multiple endpoints with application to dietary intervention assessment[J]. BIOMETRICS,2019,75(3):821-830. |
| APA | Zhang, Wei,Liu, Aiyi,Tang, Larry L.,&Li, Qizhai.(2019).A cluster-adjusted rank-based test for a clinical trial concerning multiple endpoints with application to dietary intervention assessment.BIOMETRICS,75(3),821-830. |
| MLA | Zhang, Wei,et al."A cluster-adjusted rank-based test for a clinical trial concerning multiple endpoints with application to dietary intervention assessment".BIOMETRICS 75.3(2019):821-830. |
入库方式： OAI收割
来源：数学与系统科学研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。