He was born in London, the only child of an American lawyer Samuel David Horton (d.1895) and an English mother Blanche Harriot Lydiard (d. 1898) who was born in India. Lydiard Horton's childhood was spent in England, United States and Switzerland.
His papers are collected at Columbia University.