According to the 1851 and 1861 censuses, Frederick's father was William Morris born about 1818, Witney, Oxfordshire. William was a draper and Fredeick was a draper's clerk in Worcestershire, when William was born.
Also see>
http://www.headington.org.uk/history/famous_people/nuffield_ancestry.htm