Krahasoni metodat

	Analiza e Matched Kaplan-Meier	Analiza e mbijetesës
Fusha	Epidemiologji	Statistika e hulumtimit
Familja	Process / pipeline	Process / pipeline
Viti i origjinës	1958 (KM); matched application formalized 1980s–2000s	1958
Krijuesi	Kaplan & Meier (KM method, 1958); matching extensions developed through propensity score methods (Rosenbaum & Rubin, 1983)	Edward L. Kaplan and Paul Meier
Lloji	Nonparametric survival analysis with observational confounder control	Method
Burimi themelues	Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457-481.	Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481.
Emërtime të tjera	KM analysis in matched cohorts, propensity-matched survival curves, matched survival analysis, paired Kaplan-Meier	Kaplan-Meier analysis, Cox regression, TTE analysis
Të lidhura	6	3
Përmbledhja	Matched Kaplan-Meier analysis estimates and compares survival functions in groups that have been pre-balanced through individual or propensity-score matching. By applying the Kaplan-Meier product-limit estimator to matched cohorts or matched pairs, investigators can visualize time-to-event outcomes while controlling for confounders that would otherwise distort treatment or exposure comparisons in observational data.	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.