English  |  正體中文  |  简体中文  |  全文筆數/總筆數 : 56167/90161 (62%)
造訪人次 : 11560046      線上人數 : 116
RC Version 7.0 © Powered By DSPACE, MIT. Enhanced by NTU Library & TKU Library IR team.
搜尋範圍 查詢小技巧:
  • 您可在西文檢索詞彙前後加上"雙引號",以獲取較精準的檢索結果
  • 若欲以作者姓名搜尋,建議至進階搜尋限定作者欄位,可獲得較完整資料
  • 進階搜尋
    請使用永久網址來引用或連結此文件: http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/100178


    題名: Regression analysis of mixed recurrent-event and panel-count data
    作者: Zhu, Liang;Tong, Xinwei;Sun, Jianguo;Chen, Man-Hua;Deo Kumar Srivastava;Wendy Leisenring;Leslie L. Robison
    貢獻者: 淡江大學統計學系
    關鍵詞: Estimating equation-based approach;Maximum likelihood approach;Regression analysis
    日期: 2014-07
    上傳時間: 2015-02-05 10:00:03 (UTC+8)
    出版者: Oxford: Oxford University Press
    摘要: In event history studies concerning recurrent events, two types of data have been extensively discussed. One is recurrent-event data (Cook and Lawless, 2007. The Analysis of Recurrent Event Data. New York: Springer), and the other is panel-count data (Zhao and others, 2010. Nonparametric inference based on panel-count data. Test 20: , 1-42). In the former case, all study subjects are monitored continuously; thus, complete information is available for the underlying recurrent-event processes of interest. In the latter case, study subjects are monitored periodically; thus, only incomplete information is available for the processes of interest. In reality, however, a third type of data could occur in which some study subjects are monitored continuously, but others are monitored periodically. When this occurs, we have mixed recurrent-event and panel-count data. This paper discusses regression analysis of such mixed data and presents two estimation procedures for the problem. One is a maximum likelihood estimation procedure, and the other is an estimating equation procedure. The asymptotic properties of both resulting estimators of regression parameters are established. Also, the methods are applied to a set of mixed recurrent-event and panel-count data that arose from a Childhood Cancer Survivor Study and motivated this investigation.
    關聯: Biostatistics 15(3), p.555-568
    DOI: 10.1093/biostatistics/kxu009
    顯示於類別:[統計學系暨研究所] 期刊論文

    文件中的檔案:

    檔案 描述 大小格式瀏覽次數
    index.html0KbHTML213檢視/開啟
    Regression analysis of mixed recurrent-event and panel-count data.pdf164KbAdobe PDF0檢視/開啟

    在機構典藏中所有的資料項目都受到原著作權保護.

    TAIR相關文章

    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library & TKU Library IR teams. Copyright ©   - 回饋