Mary Brooke McElreath

BayesForge provides a unified Bayesian inference framework across Python, R, and Julia, enabling high-performance computation with hardware acceleration and demonstrating significant speedups over existing methods.

The paper examines how social structure influences vocal diversity in monk parakeets, finding age, nest mate number, and group size affect call diversity, while relatedness and affiliative bonds influence call similarity.

This paper develops a Bayesian generative model to analyze animal social networks while accounting for sampling and censoring biases, showing improved performance over existing methods.

This study examines how diet preferences of dusky-footed woodrats reflect adaptation to drought in a heterogeneous environment, finding age and proximity to edge habitat influence food selection.