HYDE PARK, N.Y., Jan. 31.-- Ogden Mills, New York financier and father of Ogden L. Mills, UnderSecretary of the Treasury, was buried in the family mausoleum in St. James's Churchyard here at 1:30 o'clock this afternoon in the presence of members of his family and the employes of the Mills estate at Straatsburg.