EM algorithms for generalized Bradley–Terry models

Abstract. The Bradley–Terry model and its generalizations are popular models for paired (or multiple) comparisons of individuals or teams. The literature describes several approaches to maximum likelihood estimation of the parameters. Here we propose the use of the EM scheme, we study its convergence properties, and compare it with previous algorithms.