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Adaptiivne ellujäämisanalüüs×Kaplan-Meieri estimaator×
ValdkondEpidemioloogiaStatistika
PerekondProcess / pipelineSurvival analysis
Tekkeaasta2000s (formalized ~2000–2006)1958
LoojaBauer, Posch, and collaborators (adaptive design framework); Lachin & Foulkes (event-driven survival trial foundations)Edward L. Kaplan and Paul Meier
TüüpAdaptive statistical design for time-to-event outcomesNonparametric estimator
AlgallikasBauer, 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 ↗Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗
Rööpnimetusedadaptive time-to-event analysis, adaptive event-driven trial analysis, adaptive hazard modeling, ASAKM estimator, product-limit estimator, Kaplan-Meier curve, survival curve estimator
Seotud32
KokkuvõteAdaptive 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 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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ScholarGateVõrdle meetodeid: Adaptive Survival Analysis · Kaplan-Meier Estimator. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare