Unbiased Cultural Transmission in Time-Averaged Archaeological Assemblages
Mark E. Madsen

TL;DR
This paper investigates how time-averaging in archaeological assemblages affects models of cultural transmission, revealing biases in richness, evenness, and neutrality tests, and providing a framework to evaluate these effects based on trait lifetime.
Contribution
It demonstrates how time-averaging alters cultural transmission model predictions and offers methods to assess these impacts in archaeological data.
Findings
Richness is inflated in long-duration assemblages
Evenness is flattened due to time-averaging
Neutrality tests have high Type I error under time-averaging
Abstract
Unbiased models are foundational in the archaeological study of cultural transmission. Applications have as- sumed that archaeological data represent synchronic samples, despite the accretional nature of the archaeological record. I document the circumstances under which time-averaging alters the distribution of model predictions. Richness is inflated in long-duration assemblages, and evenness is "flattened" compared to unaveraged samples. Tests of neutrality, employed to differentiate biased and unbiased models, suffer serious problems with Type I error under time-averaging. Finally, the time-scale over which time-averaging alters predictions is determined by the mean trait lifetime, providing a way to evaluate the impact of these effects upon archaeological samples.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsLanguage and cultural evolution · Culture, Economy, and Development Studies · Evolutionary Game Theory and Cooperation
