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Analisis Survival Adaptif×Regresi Bahaya Berkadaran Cox×
BidangEpidemiologiEpidemiologi
KeluargaProcess / pipelineProcess / pipeline
Tahun asal2000s (formalized ~2000–2006)1972
PengasasBauer, Posch, and collaborators (adaptive design framework); Lachin & Foulkes (event-driven survival trial foundations)Sir David Roxbee Cox
JenisAdaptive statistical design for time-to-event outcomesSemi-parametric regression model
Sumber perintisBauer, P., & Posch, M. (2004). Modification of the sample size and the schedule of interim analyses in survival trials based on data inspections. Statistics in Medicine, 23(8), 1333–1353. link ↗Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society: Series B (Methodological), 34(2), 187–202. DOI ↗
Aliasadaptive time-to-event analysis, adaptive event-driven trial analysis, adaptive hazard modeling, ASACox regression, Cox PH model, proportional hazards model, CPH
Berkaitan35
RingkasanAdaptive survival analysis integrates adaptive clinical trial design with time-to-event statistical methods, allowing pre-specified modifications to sample size, event targets, or allocation ratios at interim stages based on accumulating survival data. It is widely used in oncology, cardiovascular, and infectious disease research where the primary endpoint is a hazard-based outcome such as progression-free survival or all-cause mortality.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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ScholarGateBandingkan kaedah: Adaptive Survival Analysis · Cox proportional hazards. Dicapai 2026-06-19 daripada https://scholargate.app/ms/compare