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Published on: January 7, 2013
Survivorship Bias Explains Age-Dependent Extinction in Fossil Genera
Mikhail Tikhonov1,2, Kim Sneppen3, Stefan Bornholdt4,5
1Department of Physics, Washington University in St. Louis, St Louis, MO, USA.
Biorxiv : the Preprint Server for Biology
|August 1, 2026
Summary
Fossil genera extinction patterns can be explained by survivorship bias alone. Older genera are not inherently more resistant to extinction; rather, vulnerable genera are eliminated over time, leaving a more robust surviving pool.
Area of Science:
- Paleontology
- Evolutionary Biology
- Statistical Modeling
Background:
- Fossil records show older genera have higher survival rates during extinction events.
- Proposed biological mechanisms suggest lineages gain extinction resistance over time.
- Survivorship bias offers an alternative explanation: elimination of weaker lineages.
Purpose of the Study:
- To test if survivorship bias alone can explain age-dependent extinction patterns.
- To develop a quantitative model based solely on survivorship bias.
- To determine if explicit age-dependent changes in lineage properties are necessary.
Main Methods:
- Utilized the Sepkoski marine genus compendium.
- Constructed a quantitative model incorporating only survivorship bias.
- Fitted the model using a single parameter.
Main Results:
- The survivorship bias model accurately reproduced age-conditioned survival probabilities.
- The model quantitatively explained extinction risk dependence on genus age.
- No significant improvement was observed when allowing for systematic changes in extinction resistance over time.
Conclusions:
- Survivorship bias is sufficient to explain aggregate age-dependent extinction patterns in the fossil record.
- Explicit age-dependent changes in lineage properties are not required at the statistical level.
- The developed one-parameter model serves as a quantitative null model for extinction research.
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