Vertaile menetelmiä
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| Kaplan-Meierin selviytymisestimaattori× | Nelson-Aalen-estimaattori× | |
|---|---|---|
| Tieteenala | Elinaika-analyysi | Elinaika-analyysi |
| Menetelmäperhe | Survival analysis | Survival analysis |
| Syntyvuosi≠ | 1958 | 1972 |
| Kehittäjä≠ | Kaplan, E. L. & Meier, P. | Wayne Nelson & Odd Aalen |
| Tyyppi≠ | Non-parametric survival estimator | Non-parametric cumulative hazard estimator |
| Alkuperäislähde≠ | Kaplan, E. L. & Meier, P. (1958). Nonparametric Estimation from Incomplete Observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗ | Nelson, W. (1972). Theory and applications of hazard plotting for censored failure data. Technometrics, 14(4), 945–966. DOI ↗ |
| Rinnakkaisnimet≠ | product-limit estimator, km curve, kaplan-meier sağkalım analizi | Nelson-Aalen cumulative hazard, Aalen estimator, empirical cumulative hazard, Nelson-Aalen kümülatif hazard tahmincisi |
| Liittyvät≠ | 2 | 5 |
| Tiivistelmä≠ | The Kaplan-Meier estimator, introduced by Kaplan and Meier in 1958, is a non-parametric method that estimates the survival curve — the probability of remaining event-free over time — from right-censored time-to-event data. The log-rank test is the companion procedure used to compare survival curves between groups. | The Nelson-Aalen estimator is a non-parametric estimator of the cumulative hazard function from right-censored time-to-event data. Developed by Wayne Nelson for reliability hazard plotting in 1972 and placed on a rigorous counting-process foundation by Odd Aalen in 1978, it accumulates the ratio of observed events to the number at risk at each event time, providing the natural hazard-scale companion to the Kaplan-Meier survival curve. |
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