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Logistic Regrets 1: intro to logistic regression

less than 1 minute read

Published: April 05, 2020

This is the first in a planned series of r-markdown explorations of logistic models, intended for bachelors or masters students. It covers the basics of the relationship between probability and log odds, basic data simulation, running and interpreting a logistic GLM, and plotting model predictions. Read on here. You’ll have to download and knit the Rmd file to view any of the latex equations properly (sorry!!!).

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publications

Social network architecture and the tempo of cumulative cultural evolution

Published in Proceedings of the Royal Society B, 2021

Mauricio Cantor*, Michael Chimento*, Simeon Smeele*, Peng He, Danai Papageorgiou, Lucy Aplin, Damien Farine, "Social network architecture and the tempo of cumulative cultural evolution." Proceedings of the Royal Society B, 2021. https://doi.org/10.1098/rspb.2020.3107

Population turnover facilitates cultural selection for efficiency in birds

Published in Current Biology, 2021

Michael Chimento, Gustavo Alarc{\'o}n-Nieto, Lucy Aplin, "Population turnover facilitates cultural selection for efficiency in birds." Current Biology, 2021. https://doi.org/10.1016/j.cub.2021.03.057

Complex foraging behaviours in wild birds emerge from social learning and recombination of components

Published in Philosophical Transactions of the Royal Society B, 2021

Sonja Wild*, Michael Chimento*, Keith McMahon, Damien Farine, Ben Sheldon, Lucy Aplin, "Complex foraging behaviours in wild birds emerge from social learning and recombination of components." Philosophical Transactions of the Royal Society B, 2021. https://doi.org/10.1098/rstb.2020.0307

Efficiency fosters cumulative culture across species

Published in Philosophical Transactions of the Royal Society B, 2021

T Gruber*, M Chimento*, LM Aplin, D Biro, "Efficiency fosters cumulative culture across species." Philosophical Transactions of the Royal Society B, 2021. https://doi.org/10.1098/rstb.2020.0308

Cultural diffusion dynamics depend on behavioural production rules

Published in Proceedings of the Royal Society B, 2022

Michael Chimento, Brendan Barrett, Anne Kandler, Lucy Aplin, "Cultural diffusion dynamics depend on behavioural production rules." Proceedings of the Royal Society B, 2022. https://doi.org/10.1098/rspb.2022.1001

Understanding the Role of Naive Learners in Cultural Change

Published in The American Naturalist, 2024

Michael Chimento, Lucy Aplin, "Understanding the Role of Naive Learners in Cultural Change." The American Naturalist, 2024. https://doi.org/10.1086/730110