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분야역학연구 통계
계열Process / pipelineProcess / pipeline
기원 연도1972 (Cox regression); broader covariate-adjusted survival methods developed 1970s–1990s1958
창시자D. R. Cox (regression framework); extensions via Kaplan & Meier, Breslow, and othersEdward L. Kaplan and Paul Meier
유형Observational and experimental analytical methodMethod
원전Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society, Series B, 34(2), 187–220. link ↗Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗
별칭covariate-adjusted survival analysis, adjusted time-to-event analysis, risk-stratified survival analysis, adjusted Kaplan-Meier / Cox analysisKaplan-Meier analysis, Cox regression, TTE analysis
관련53
요약Risk-adjusted survival analysis estimates the time to an event of interest — such as death, relapse, or hospital readmission — while simultaneously accounting for baseline differences in patient characteristics (covariates). By incorporating confounders such as age, comorbidities, or disease severity, it produces hazard ratios, survival curves, and median survival estimates that are attributable to the factor of interest rather than to pre-existing risk differences between groups.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: Risk-adjusted survival analysis · Survival Analysis. 2026-06-19에 다음에서 검색함: https://scholargate.app/ko/compare