An additive-multiplicative rates model for multivariate recurrent events with event categories missing at random
文献类型：期刊论文
| 作者 | Ye Peng3; Sun LiuQuan3 ; Zhao XingQiu2; Xu Wei1
|
| 刊名 | SCIENCE CHINA-MATHEMATICS
 |
| 出版日期 | 2015 |
| 卷号 | 58期号:6页码:1163-1178 |
| 关键词 | MULTIPLE IMPUTATION METHODS COMPETING RISKS MODEL REGRESSION-COEFFICIENTS COUNTING-PROCESSES FAILURE additive-multiplicative rates model missing data multivariate recurrent events semiparametric model weighted estimating equation |
| ISSN号 | 1674-7283 |
| 其他题名 | An additive-multiplicative rates model for multivariate recurrent events with event categories missing at random |
| 英文摘要 | Multivariate recurrent event data arises when study subjects may experience more than one type of recurrent events. In some situations, however, although event times are always observed, event categories may be partially missing. In this paper, an additive-multiplicative rates model is proposed for the analysis of multivariate recurrent event data when event categories are missing at random. A weighted estimating equations approach is developed for parameter estimation, and the resulting estimators are shown to be consistent and asymptotically normal. In addition, a model-checking technique is presented to assess the adequacy of the model. Simulation studies are conducted to evaluate the finite sample behavior of the proposed estimators, and an application to a platelet transfusion reaction study is provided. |
| 资助项目 | [National Natural Science Foundation of China] ; [Key Laboratory of Random Complex Structures and Data Science, Chinese Academy of Sciences] ; [Beijing Center for Mathematics and Information Interdisciplinary Sciences] ; [Research Grant Council of Hong Kong] ; [Hong Kong Polytechnic University] |
| 语种 | 英语 |
| CSCD记录号 | CSCD:5444901 |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/53703]  |
| 专题 | 应用数学研究所 |
| 作者单位 | 1.University Toronto, Dalla Lana Sch Publ Hlth, Toronto, ON, Canada 2.Hong Kong Polytech Univ, Dept Appl Math, Shenzhen Res Institute, Hong Kong, Hong Kong, Peoples R China 3.中国科学院数学与系统科学研究院 |
| 推荐引用方式 GB/T 7714 | Ye Peng,Sun LiuQuan,Zhao XingQiu,et al. An additive-multiplicative rates model for multivariate recurrent events with event categories missing at random[J]. SCIENCE CHINA-MATHEMATICS,2015,58(6):1163-1178. |
| APA | Ye Peng,Sun LiuQuan,Zhao XingQiu,&Xu Wei.(2015).An additive-multiplicative rates model for multivariate recurrent events with event categories missing at random.SCIENCE CHINA-MATHEMATICS,58(6),1163-1178. |
| MLA | Ye Peng,et al."An additive-multiplicative rates model for multivariate recurrent events with event categories missing at random".SCIENCE CHINA-MATHEMATICS 58.6(2015):1163-1178. |
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。