  In this paper, we study the cohomology of the truncated Hitchin fibration,
which was introduced in a previous paper. We extend Ng\^o's main theorems on
the cohomology of the elliptic part of the Hitchin fibration. As a consequence,
we get a proof of Arthur's weighted fundamental lemma
