Partially linear transformation models with varying coefficients for multivariate failure time data
文献类型：期刊论文
| 作者 | Qiu, Zhiping1,2; Zhou, Yong2,3
|
| 刊名 | JOURNAL OF MULTIVARIATE ANALYSIS
 |
| 出版日期 | 2015-12-01 |
| 卷号 | 142页码:144-166 |
| ISSN号 | 0047-259X |
| 关键词 | Transformation model Multivariate failure time Estimating equations Local polynomials Varying-coefficients Delete-a-group jackknife |
| DOI | 10.1016/j.jmva.2015.08.008 |
| 英文摘要 | This paper studies the estimation and inference of Varying coefficients and parameters in the partially linear transformation models for multivariate failure time data. A profile martingale-based estimating method that includes global and local estimating equations is proposed. Asymptotic properties of the estimators are established. Some numerical simulations are given to show the performance of the estimation method in finite-sample situation. In order to reduce the computational burden, a simple and useful one-step estimator method is used. We further suggest a delete-a-group jackknife method to estimate asymptotic variance of estimators. A real data set from the Busselton Population Health Surveys is analyzed to illustrate the proposed methods. (C) 2015 Elsevier Inc. All rights reserved. |
| 资助项目 | Natural Science Foundation of Fujian Province, China[2015J01583] ; Graduate Creation Funds of Shanghai University of Finance and Economics[CXJJ-2011-432] ; National Natural Science Foundation of China (NSFC)[71271128] ; State Key Program of National Natural Science Foundation of China[71331006] ; NCMIS ; Key Laboratory of RCSDS ; AMSS ; CAS[2008DP173182] ; Shanghai First-class Discipline A and IRTSHUFE, PCSIRT[IRT13077] |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| 出版者 | ELSEVIER INC |
| WOS记录号 | WOS:000363821300012 |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/21118]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | Qiu, Zhiping |
| 作者单位 | 1.Huaqiao Univ, Sch Math Sci, Quanzhou 362021, Peoples R China 2.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai 200433, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Qiu, Zhiping,Zhou, Yong. Partially linear transformation models with varying coefficients for multivariate failure time data[J]. JOURNAL OF MULTIVARIATE ANALYSIS,2015,142:144-166. |
| APA | Qiu, Zhiping,&Zhou, Yong.(2015).Partially linear transformation models with varying coefficients for multivariate failure time data.JOURNAL OF MULTIVARIATE ANALYSIS,142,144-166. |
| MLA | Qiu, Zhiping,et al."Partially linear transformation models with varying coefficients for multivariate failure time data".JOURNAL OF MULTIVARIATE ANALYSIS 142(2015):144-166. |
入库方式： OAI收割
来源：数学与系统科学研究院
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