Positional entropy during pigeon homing I: application of Bayesian latent state modelling.

By Stephen J. Roberts, T. Guilford, Iead Rezek, D. Biro. 2004

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Variational Inference: A Review for Statisticians (2016, background): “…including shrinkage models (Armagan, Clyde, and Dunson 2011; Armagan and Dunson 2011; Neville, Ormerod, and Wand 2014), general time-series models (Roberts et al. 2004; Barber and Chiappa 2006; Archambeau et al. 2007a, 2007b; Johnson and Willsky 2014; Foti et al. 2014), robust models (Tipping and…”
Gaussian Processes for Prediction (2007, background): “Here we have further challenging decision problems - when and what should agents communicate? The remarkable capacity of pigeons to fly home, even from never before visited locations, remains an active area of biological research [Roberts et al., 2004].”
State-space models of individual animal movement. (2008, background): “Other applications range from estimating movements of tuna [51‐53] and butterflies [9] to determining behavioural switches from movement data on pigeons [ 54 ] and wolves [55].”