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A martingale transform , applied to an integrable locally supported function , is pointwise dominated by a positive sparse operator applied to , the choice of sparse operator being a function of and . As a corollary, one derives the sharp bounds for martingale transforms, recently proved by Thiele-Treil-Volberg, as well as a number of new sharp weighted inequalities for martingale transforms. The (very easy) method of proof (a) only depends upon the weak- norm of maximal truncations of martingale transforms, (b) applies in the vector valued setting, and © has an extension to the continuous case, giving a new elementary proof of the bounds in that setting.

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