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後ろ向き生存時間解析×生存時間解析×
分野疫学研究統計
系統Process / pipelineProcess / pipeline
提唱年1970s–1980s (retrospective variant established)1958
提唱者Kaplan & Meier (foundational estimator, 1958); Cox (regression model, 1972); retrospective application is a design variant documented since the 1970sEdward L. Kaplan and Paul Meier
種類Retrospective observational analytical studyMethod
原典Collett, D. (2015). Modelling Survival Data in Medical Research (3rd ed.). CRC Press. ISBN: 978-1439856789Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗
別名historical survival study, retrospective time-to-event analysis, retrospective follow-up survival study, archival survival analysisKaplan-Meier analysis, Cox regression, TTE analysis
関連53
概要Retrospective survival analysis applies time-to-event statistical methods — most commonly the Kaplan-Meier estimator and Cox proportional hazards regression — to data collected from past records rather than through prospective follow-up. The researcher looks back at medical records, disease registries, or administrative databases to reconstruct each patient's journey from a defined starting point (e.g., diagnosis or surgery) to an outcome of interest (e.g., death, relapse, or hospital readmission), making it a cost-efficient approach for studying prognosis and risk factors when prospective follow-up is not feasible.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: Retrospective survival analysis · Survival Analysis. 2026-06-19に以下より取得 https://scholargate.app/ja/compare