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Methods for Clustered Competing Risks Data and Causal Inference using Instrumental Variables for Censored Time-to-event Data
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Dharmarajan, Sai Hurrish. |
| 단체저자명 | University of Michigan. Biostatistics. |
| 서명/저자사항 | Methods for Clustered Competing Risks Data and Causal Inference using Instrumental Variables for Censored Time-to-event Data. |
| 발행사항 | [S.l.] : University of Michigan., 2018 |
| 발행사항 | Ann Arbor : ProQuest Dissertations & Theses, 2018 |
| 형태사항 | 127 p. |
| 소장본 주기 | School code: 0127. |
| ISBN | 9780438125452 |
| 일반주기 |
Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
Adviser: Douglas E. Schaubel. |
| 요약 | In this dissertation, we propose new methods for analysis of clustered competing risks data (Chapters 1 and 2) and for instrumental variable (IV) analysis of univariate censored time-to-event data and competing risks data (Chapters 3 and 4). |
| 요약 | In Chapter 1, we propose estimating center effects through cause-specific proportional hazards frailty models that allow correlation among a center's cause-specific effects. To evaluate center performance, we propose a directly standardized exce |
| 요약 | In Chapter 2, we propose to model the effects of cluster and individual-level covariates directly on the cumulative incidence functions of each risk through a semiparametric mixture component model with cluster-specific random effects. Our model |
| 요약 | In Chapter 3, we turn our focus to causal inference in the censored time-to-event setting in the presence of unmeasured confounders. We develop weighted IV estimators of the complier average causal effect on the restricted mean survival time. Ou |
| 요약 | In Chapter 4, we develop IV analysis methods for competing risks data. Our method permits simultaneous inference of exposure effects on the absolute risk of all competing events and accommodates exposure dependent censoring. We apply the methods |
| 일반주제명 | Biostatistics. |
| 언어 | 영어 |
| 기본자료 저록 | Dissertation Abstracts International79-12B(E). Dissertation Abstract International |
| 대출바로가기 | http://www.riss.kr/pdu/ddodLink.do?id=T15000448 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00028249 | 574 | 가야대학교// | 대출가능 |
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