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We prove a dyadic representation theorem for bi-parameter singular integrals.That is, we represent certain bi-parameter operators as rapidly decayingaverages of what we call bi-parameter shifts. A new version of the productspace T1 theorem is established as a consequence.

Representation of bi-parameter singular integrals by dyadic operators