  We study the invariant distributions for the horocycle map on
$\Gamma\backslash SL(2, \mathbb{R})$ and prove Sobolev estimates for the
cohomological equation of the horocycle map. As an application, we obtain an
estimate for the rate of equidistribution for horocycle maps on compact
manifolds.
