REPRODUCING KERNEL HILBERT SPACES IN PROBABILITY AND STATISTICS ALAIN BERLINET Department of Mathematics, UMR CNRS 5030, University of Montpellier II, place Bataillon 34 095 Montpellier cedex 05, FRANCE CHRISTINE THOMAS-AGNAN GREMAQ, UMR CNRS 5604, University of Toulouse I, allees de Brienne, 31 000 Toulouse, FRANCE Kluwer Academic Publishers Boston/Dordrecht/London