The "correction algorithm", applied in probability theory to the product of
two martingales, has a natural analogue in the real-variable setting. It t
urns out that the corresponding bilinear operators obtained in this way pro
vide us with a new "renormalization algorithm", in the sense of Coifman-Dob
yinsky-Meyer. As a consequence, we obtain a straightforward proof of a clas
sical property of the Hilbert transform. (C) 1999 Academie des Sciences / E
ditions scientifiques et medicales Elsevier SAS.