Uniform consistency of a class of regression function estimators for Banach-space valued random variable

This paper deals with an estimator mn of the regression function m(x) = E(Y X = x) with X in the real line and Y in a sufficiently regular Banach space. By using infinite dimensional probability inequalities for sums, we show that mn is uniformly consistent.