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Recidivism Survival Analysis×Ước lượng Kaplan-Meier×
Lĩnh vựcCriminologyThống kê
HọSurvival analysisSurvival analysis
Năm ra đời19881958
Người khởi xướngDavid R. Cox (method); Peter Schmidt & Ann Dryden Witte (criminological application)Edward L. Kaplan and Paul Meier
LoạiTime-to-event regression for reoffendingNonparametric estimator
Công trình gốcCox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society: Series B, 34(2), 187–202. DOI ↗Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗
Tên gọi khácTime-to-Recidivism Modeling, Recidivism Hazard Modeling, Failure-Time Analysis of Reoffending, Survival Analysis of ReoffendingKM estimator, product-limit estimator, Kaplan-Meier curve, survival curve estimator
Liên quan42
Tóm tắtRecidivism survival analysis models the time from a release or index event until an individual reoffends, treating reoffending as a time-to-event ('failure') outcome with censoring for those not observed to fail. It applies survival methods — Kaplan-Meier curves, Cox proportional-hazards regression, and split-population models — to answer not just whether someone recidivates but how quickly and what raises or lowers that risk over time.The Kaplan-Meier estimator is a nonparametric method for estimating the survival function S(t) — the probability that an individual survives beyond time t — from data that include censored observations. Introduced by Edward L. Kaplan and Paul Meier in their landmark 1958 JASA paper, it is the standard first step in any survival analysis and is among the most-cited statistical methods in biomedical research.
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ScholarGateSo sánh phương pháp: Recidivism Survival Analysis · Kaplan-Meier Estimator. Truy cập ngày 2026-06-25 từ https://scholargate.app/vi/compare