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매칭된 Kaplan-Meier 분석×짝짓기 환자-대조군 연구×
분야역학역학
계열Process / pipelineProcess / pipeline
기원 연도1958 (KM); matched application formalized 1980s–2000s1950s–1970s
창시자Kaplan & Meier (KM method, 1958); matching extensions developed through propensity score methods (Rosenbaum & Rubin, 1983)Brian MacMahon and others; systematised by Schlesselman (1982)
유형Nonparametric survival analysis with observational confounder controlObservational analytic design
원전Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457-481. DOI ↗Rothman, K. J., Greenland, S., & Lash, T. L. (2008). Modern Epidemiology (3rd ed.). Lippincott Williams & Wilkins. ISBN: 978-0781755474
별칭KM analysis in matched cohorts, propensity-matched survival curves, matched survival analysis, paired Kaplan-Meiermatched case-referent study, individually matched case-control, pair-matched case-control, matched case-control design
관련65
요약Matched Kaplan-Meier analysis estimates and compares survival functions in groups that have been pre-balanced through individual or propensity-score matching. By applying the Kaplan-Meier product-limit estimator to matched cohorts or matched pairs, investigators can visualize time-to-event outcomes while controlling for confounders that would otherwise distort treatment or exposure comparisons in observational data.A matched case-control study is an observational epidemiological design in which each case (a person with the disease or outcome of interest) is paired with one or more controls (persons without the outcome) who share one or more characteristics — such as age, sex, or clinical setting — to control confounding. Exposure history is then compared between cases and their matched controls to estimate the odds ratio of the exposure-disease association.
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