 Pease was born and raised in Plymouth, New Hampshire, and graduated from Tilton School, a college-preparatory school.He then attended the University of New Hampshire, where he became a brother of Theta Chi fraternity.In 1939, he graduated with a degree in business administration and enlisted in the Army Air Corps.