I recently published a statistical analysis of the proportion of female founders who receive funding from VC firms and accelerators such as Y Combinator to male founders: https://medium.com/p/2613f58e5082

Year over year, the female participation in YC batches has been improving: http://i.imgur.com/MCLqUm3.jpg