Herbert Houston was born on November 23, 1866, in Champaign, Illinois. His father and mother was Samuel Houston and Emeline Sherman. In 1888, he earned his Bachelor of Philosophy (Ph.B) degree from the University of South Dakota, having previously studied at the University of Chicago and Boston College. He earned an MA degree from the University of Pennsylvania in 1916.
