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多施設共同カプラン・マイヤー解析×生存時間解析×
分野疫学研究統計
系統Process / pipelineProcess / pipeline
提唱年1958 (base method); multicenter designs common from 1970s1958
提唱者Edward L. Kaplan and Paul Meier (method); multicenter application developed through large clinical trial consortia from the 1970s onwardEdward L. Kaplan and Paul Meier
種類Nonparametric survival analysis in a multicenter settingMethod
原典Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗
別名pooled Kaplan-Meier, multi-site KM analysis, multicenter survival curve analysis, KM pooled analysisKaplan-Meier analysis, Cox regression, TTE analysis
関連53
概要Multicenter Kaplan-Meier analysis applies the Kaplan-Meier nonparametric estimator to time-to-event data collected from two or more clinical centers. By pooling or stratifying data across sites, it estimates survival functions and compares them between treatment groups while accounting for potential center effects, enabling conclusions with greater statistical power and broader generalizability than single-center studies.Survival analysis is a collection of statistical methods for modeling time from a defined starting point until an event of interest occurs (disease, recovery, death, equipment failure). Kaplan and Meier's nonparametric estimator (1958) and David Cox's proportional hazards model (1972) jointly enabled analysis of censored data—individuals whose event times are unknown because they left the study or were still event-free at follow-up. Indispensable in oncology, cardiology, infectious disease research, engineering reliability, and any field where time-to-event matters.
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ScholarGate手法を比較: Multicenter Kaplan-Meier analysis · Survival Analysis. 2026-06-17に以下より取得 https://scholargate.app/ja/compare