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Regression modelParametric mortality laws

Siler Mortality Model

The Siler model is a parametric description of the entire age pattern of mortality, from birth to extreme old age, built as the sum of three competing hazards: a high but rapidly declining risk in early life, a roughly constant background risk through the prime adult years, and an exponentially rising risk of senescence. With just five parameters it reproduces the characteristic U-shaped (or bathtub) mortality curve seen across humans and many animal species. Introduced by William Siler in 1979 for animal mortality, it has become a standard tool in paleodemography, anthropological demography, and comparative life-history studies where a smooth full-lifespan mortality law is needed.

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Sources

  1. Siler, W. (1979). A competing-risk model for animal mortality. Ecology, 60(4), 750–757. DOI: 10.2307/1936612
  2. Gage, T. B., & Dyke, B. (1986). Parameterizing abridged mortality tables: the Siler three-component hazard model. Human Biology, 58(2), 275–291. link

How to cite this page

ScholarGate. (2026, June 22). Siler Competing-Hazard Mortality Model. ScholarGate. https://scholargate.app/en/demography/siler-mortality-model

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ScholarGateSiler Mortality Model (Siler Competing-Hazard Mortality Model). Retrieved 2026-06-24 from https://scholargate.app/en/demography/siler-mortality-model · Dataset: https://doi.org/10.5281/zenodo.20539026