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• W3126177321 abstract "Many cultural traits characterizing intelligent behaviors are now thought to be transmitted through statistical learning, motivating us to study its effects on cultural evolution. We conduct a large-scale music data analysis and observe that various statistical parameters of musical products approximately follow the beta distribution and other conjugate distributions. We construct a simple model of cultural evolution incorporating statistical learning and analytically show that conjugate distributions emerge at equilibrium in the presence of oblique transmission. The results demonstrate that the distribution of a cultural trait within a population depends on the individual's model for cultural production (the conjugate distribution law), and reveal interesting possibilities for theoretical and experimental studies on cultural evolution and social learning." @default.
• W3126177321 created "2021-02-15" @default.
• W3126177321 creator A5043140898 @default.
• W3126177321 date "2021-09-22" @default.
• W3126177321 modified "2023-09-24" @default.
• W3126177321 title "Conjugate distribution laws in cultural evolution via statistical learning" @default.
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• W3126177321 doi "https://doi.org/10.1103/physreve.104.034309" @default.
• W3126177321 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34654196" @default.
• W3126177321 hasPublicationYear "2021" @default.
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