An asymptotic approximation for the permanent of a doubly stochastic   matrix
  A determinantal approximation is obtained for the permanent of a doubly stochastic matrix. For moderate-deviation matrix sequences, the asymptotic relative error is of order $O(n^{-1})$. 
Peter McCullagh
math.CO stat.CO