Data from: A Bayesian approach to social structure uncovers cryptic regulation of group dynamics in Drosophila melanogaster
Saltz, Julia B.
Nuzhdin, Sergey V.
Published Jan 28, 2015 on Dryad.
Cite this dataset
Foley, Brad; Saltz, Julia B.; Nuzhdin, Sergey V.; Marjoram, Paul (2015). Data from: A Bayesian approach to social structure uncovers cryptic regulation of group dynamics in Drosophila melanogaster [Dataset]. Dryad. https://doi.org/10.5061/dryad.49r20
Understanding the mechanisms that give rise to social structure is central to predicting the evolutionary and ecological outcomes of social interactions. Modeling this process is challenging, because all individuals simultaneously behave in ways that shape their social environments—a process called Social Niche Construction [SNC]. In previous work we demonstrated that aggression acts as an SNC trait in fruit flies (Drosophila melanogaster), but the mechanisms of that process remained cryptic. Here, we analyze how individual social group preferences generate overall social structure. We use a combination of agent-based simulation [ABS] and Approximate Bayesian Computation [ABC] to fit models to empirical data. We confirm that genetic variation in aggressive behavior influences social group structure. Furthermore, we find that female "decamping" due to male behavior may play an under-appreciated role in structuring social groups. Male-male aggression may sometimes destabilize groups, but may also be an SNC behavior for shaping desirable groups for females. Density intensifies female social preferences, thus the role of female behavior in shaping group structure may become more important at high densities. Our ability to model the ontogeny of group structure demonstrates the utility of the Bayesian model-based approach in social behavioral studies.
The output data of ABC MCMC for each treatment
A zipped folder containing two subfolders, with all the minimally processed output from the paper. See the readme for more details, or visit the git repository for the actual code. https://bitbucket.org/brfoley76/flyabc/