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다기관 Kaplan-Meier 분석×생존 분석×
분야역학연구 통계
계열Process / pipelineProcess / pipeline
기원 연도1958 (base method); multicenter designs common from 1970s1958
창시자Edward L. Kaplan and Paul Meier (method); multicenter application developed through large clinical trial consortia from the 1970s onwardEdward L. Kaplan and Paul Meier
유형Nonparametric survival analysis in a multicenter settingMethod
원전Kaplan, 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 ↗
별칭pooled Kaplan-Meier, multi-site KM analysis, multicenter survival curve analysis, KM pooled analysisKaplan-Meier analysis, Cox regression, TTE analysis
관련53
요약Multicenter 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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ScholarGate방법 비교: Multicenter Kaplan-Meier analysis · Survival Analysis. 2026-06-17에 다음에서 검색함: https://scholargate.app/ko/compare