The title was created for their ancestor Sir William Agnew (1825–1910), a member of parliament and international art dealer, who bought the Rougham estates in 1904.
The name was bestowed upon them in recognition of Sir William Agnew (1825–1910), a member of parliament and international art dealer who purchased the Rougham estate in 1904.