 Rhees, great-grandson of radical Baptist minister Morgan John Rhys, earned his undergraduate degrees from Amherst College where he was a member of Alpha Delta Phi.He graduated from the Hartford Theological Seminary and was ordained a Baptist minister.He served in the position from 1900 to 1935.