A hypercomplex structure on a manifold is said to be -pure-and-full if the Dolbeault cohomology is the direct sum of two natural subgroups called the -invariant and the -anti-invariant subgroups. We prove that a compact hypercomplex manifold that satisfies the quaternionic version of the -Lemma is -pure-and-full. Moreover, we study the dimensions of the -invariant and the -anti-invariant subgroups, together with their analogue in the Bott-Chern cohomology. For instance, in real dimension 8, we characterize the existence of hyperkähler with torsion metrics in terms of the dimension of the -invariant subgroup. We also study the existence of special hypercomplex structures on almost abelian solvmanifolds.

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