A Bayesian approach to time-varying latent strengths in pairwise comparisons.
The famous Bradley-Terry model for pairwise comparisons is widely used for ranking objects and is often applied to sports data.In this paper we extend the Bradley-Terry model by allowing time-varying latent strengths of compared objects.The time component is modelled with barycentric rational interpolation and Gaussian processes.We also allow for t