Responsive image
博碩士論文 etd-0711100-145149 詳細資訊
Title page for etd-0711100-145149
論文名稱
Title
基於刪減區間資料秩檢定的推廣及其在愛滋病研究上的應用
A generalization of rank tests based on interval-censored failure time data and its application to AIDS studies.
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
22
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2000-06-02
繳交日期
Date of Submission
2000-07-11
關鍵字
Keywords
Wilcoxon檢定、刪減區間資料、Logrank檢定、秩檢定
Logrank test, interval-censored failure time data, Wilcoxon test, rank test
統計
Statistics
本論文已被瀏覽 5766 次,被下載 2871
The thesis/dissertation has been browsed 5766 times, has been downloaded 2871 times.
中文摘要
基於離散刪減區間資料秩檢定的推廣,我們提出一種檢定方法以判斷兩組生命時間的母體是否來自相同的分佈。若資料是確定的或是右刪減區間的型態,則這種檢定方法可簡化成 Logrank檢定或是 Wilcoxon檢定。在此篇文章中我們也提出一種模擬的方法來說明我們所提出的檢定方法具有不錯的檢定力。而在論文的最後,則用個AIDS的例子來印證我們的結論。
Abstract
In this paper we propose a generalized rank test based on discrete interval-censored failure time data to determine whether two lifetime populations come from the same distribution. It
reduces to the Logrank test or Wilcoxon test when one has exact or right-censored data. Simulation shows that the proposed test performs pretty satisfactory. An example is presented
to demonstrate how the proposed test can be applied in AIDS study.

目次 Table of Contents
1 Introduction
2 Turnbull's EM algorithm
3 Generalized Wilcoxon and Logrank tests for interval-censored data
3.1 Exact data
3.2 Interval-censore data
3.2.1 The proposed statistic
3.2.2 A probability measure and Lee's selection procedure
4 The asymptotic distribution and power of the weighted rank test
4.1 The asymptotic distribution
4.2 Power of rank tests of interval-censored data
5 Application to AIDS studies
參考文獻 References
1. Lee, Chinsan (1999): An urn model in the simulation of interval-censored failure time data. Statistics & Probability Letters. Vol 45, 131-139.
2. De Gruttola, V. and Lagakos, S. (1989): Analysis of doubly-censored survival data, with application to AIDS. Biometrics. Vol. 45, 1-11.
3. Finkelstein, D. M. and Wolfe, R. A. (1985): A semiparametric model for regression analysis of interval-censored failure time data. Biometrics. Vol. 41, 933-945.
4. Finkelstein, D. M. (1986): A proportional hazard model for interval-censored failure time data. Biometrics. Vol. 42, 845-854.
5. Gomez, G. and Lagakos, S. W. (1994): Estimation of the infection time and latency distribution of AIDS with doubly censored data. Biomertics. Vol. 50, 204-212.
6. Sun, J. (1996): A non-parametric test for interval-censored failure time data with application to AIDS studies. Statistics in Medicine. Vol. 15, 1387-1395.
7. Prentice, R. L. (1978) : Linear rank tests with right-censored data. Biometrika. 65, 167-179.
8. Turnbull, B. W. (1974): Nonparamertic estimation of a survivorship function with doubly censored data. J. Amer. Statist. Ass. Vol. 69, 169-173.
電子全文 Fulltext
本電子全文僅授權使用者為學術研究之目的,進行個人非營利性質之檢索、閱讀、列印。請遵守中華民國著作權法之相關規定,切勿任意重製、散佈、改作、轉貼、播送,以免觸法。
論文使用權限 Thesis access permission:校內校外完全公開 unrestricted
開放時間 Available:
校內 Campus: 已公開 available
校外 Off-campus: 已公開 available


紙本論文 Printed copies
紙本論文的公開資訊在102學年度以後相對較為完整。如果需要查詢101學年度以前的紙本論文公開資訊,請聯繫圖資處紙本論文服務櫃台。如有不便之處敬請見諒。
開放時間 available 已公開 available

QR Code