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後ろ向き生存時間解析×Cox Proportional Hazards×
分野疫学疫学
系統Process / pipelineProcess / pipeline
提唱年1970s–1980s (retrospective variant established)1972
提唱者Kaplan & Meier (foundational estimator, 1958); Cox (regression model, 1972); retrospective application is a design variant documented since the 1970sSir David Roxbee Cox
種類Retrospective observational analytical studySemi-parametric regression model
原典Collett, D. (2015). Modelling Survival Data in Medical Research (3rd ed.). CRC Press. ISBN: 978-1439856789Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society: Series B (Methodological), 34(2), 187–202. DOI ↗
別名historical survival study, retrospective time-to-event analysis, retrospective follow-up survival study, archival survival analysisCox regression, Cox PH model, proportional hazards model, CPH
関連55
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.The Cox proportional hazards model is a semi-parametric regression method that estimates the effect of one or more covariates on the hazard — the instantaneous rate of an event such as death, relapse, or failure — while making no assumption about the shape of the baseline hazard function. Introduced by David Cox in 1972, it is the dominant tool for multivariable survival analysis in clinical and epidemiological research.
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ScholarGate手法を比較: Retrospective survival analysis · Cox proportional hazards. 2026-06-20に以下より取得 https://scholargate.app/ja/compare