Construct · 4 fields · 4 citations
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In evolutionary biology, survival refers to an organism persisting long enough to reproduce, and "survival of the fittest" names the differential persistence and reproduction of variants better suited to their environment, the engine of natural selection. Darwin's On the Origin of Species set out the mechanism (the phrase itself, borrowed from Herbert Spencer, entered later editions). The referent is the differential persistence of heritable types in a population, a wholly different idea from a statistical time-to-event curve or the bias of studying only what remains.[1]
In statistics, survival analysis models the time until an event (death, failure, relapse, churn) through the survival function S(t), the probability that the event has not yet occurred by time t, while properly handling censored cases whose follow-up ends before the event. Kaplan and Meier's 1958 Nonparametric estimation from incomplete observations gave the standard estimator of that curve. The referent is a time-to-event distribution, not biological persistence or a sampling bias, even though the word is shared.[2]
In research methodology, prominently in finance, survivorship bias is the distortion that arises when an analysis includes only the units that lasted to the end (funds still trading, firms still listed, planes that returned) and silently drops those that failed, inflating apparent performance. Brown, Goetzmann, Ibbotson, and Ross's 1992 Survivorship bias in performance studies showed how badly it skews mutual-fund track records. The referent is a selection bias in a sample, not a biological fate or a time-to-event model.[3]
In anthropology of religion, survival refers to customs and beliefs that persist beyond the conditions that produced them, read as evidence of earlier stages. This meaning comes from Tylor (1871) in Primitive culture.[4]
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