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Regresi Bahaya Berkadaran Cox Retrospektif×Analisis Kelangsungan Hidup×
BidangEpidemiologiStatistik Penyelidikan
KeluargaProcess / pipelineProcess / pipeline
Tahun asal19721958
PengasasDavid R. CoxEdward L. Kaplan and Paul Meier
JenisSemi-parametric survival regressionMethod
Sumber perintisCox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society, Series B, 34(2), 187–220. DOI ↗Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗
AliasCox PH regression (retrospective), retrospective Cox survival model, retrospective hazard regression, Cox model on historical dataKaplan-Meier analysis, Cox regression, TTE analysis
Berkaitan53
RingkasanRetrospective Cox proportional hazards regression applies Cox's (1972) semi-parametric survival model to time-to-event data extracted from existing records — medical charts, administrative databases, registries, or biobanks. It estimates covariate-adjusted hazard ratios (HRs) without specifying the underlying baseline hazard, making it the dominant analytic tool when the investigator works backward from already-recorded outcomes and exposures.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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ScholarGateBandingkan kaedah: Retrospective Cox proportional hazards · Survival Analysis. Dicapai 2026-06-20 daripada https://scholargate.app/ms/compare