關鍵字查詢 | 類別:期刊論文 | | 關鍵字:A frailty model approach for regression analysis of multivariate current status data

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1 97/1 統計系 陳蔓樺 副教授 期刊論文 發佈 A frailty model approach for regression analysis of multivariate current status data , [97-1] :A frailty model approach for regression analysis of multivariate current status data期刊論文A frailty model approach for regression analysis of multivariate current status dataChen, Man-hua; Tong, Xingwei; Sun, Jianguo淡江大學統計學系EM algorithm; frailty model; interval censoring; maximum likelihood estimate; multivariate failure time dataChichester: John Wiley & Sons Ltd.Statistics in Medicine 28(27), pp.3424-3436This paper discusses regression analysis of multivariate current status failure time data (The Statistical Analysis of Interval-censoring Failure Time Data. Springer: New York, 2006), which occur quite often in, for example, tumorigenicity experiments and epidemiologic investigations of the natural history of a disease. For the problem, several marginal approaches have been proposed that model each failure time of interest individually (Biometrics 2000; 56:940-943; Statist. Med. 2002; 21:3715-3726). In this paper, we present a full likelihood approach based on the proportional hazards f
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