As far as I'm concerned, I would choose Harvard because of its broad research areas. Duke University and Harvard University are both very strong contenders in Bayesian Statistics, but I think studying in Harvard could enlarge your vision in Statistics during 5 years' study and cooperation with other experts. Besides, Jun S. Liu is an outstanding scholar in Monte Carlo methods. At last, I think Harvard has better academic reputation than Duke. These are my reasons to choose Harvard~