Checked out Princeton, you can do finance for your PhD but it is under economics.
The BCF does not directly admit Ph.D. students. Typically, Ph.D. students in the BCF are admitted by the Department of Economics, the Department of ORFE, or the Program in Applied and Computational Mathematics.