A simple proof of the Gaussian correlation conjecture extended to   multivariate gamma distributions
  An extension of the Gaussian correlation conjecture (GCC) is proved for multivariate gamma distributions (in the sense of Krishnamoorthy and Parthasarathy). The classical GCC for Gaussian probability measures is obtained by the special case with one degree of freedom. 
T. Royen
math.PR math.ST stat.TH