Bayesian isotonic logistic regression via constrained splines: an application to estimating the serve advantage in professional tennis

Silvia Montagna, Vanessa Orani, Raffaele Argiento

In professional tennis, it is often acknowledged that the server has an initial advantage. Indeed, the majority of points are won by the server, making the serve one of the most im…