Ask HN: Recommend Books on Statistics

My PhD in information systems will start this September. Even though I took a class of statistics during Master's, I think I should familiarize myself with probability, stochastic processes, mathematical statistics, and multivariate analysis. Any advice for self studying books regarding these areas would be greatly appreciated.