Holley received his BA from Amherst College and his MA and PhD from Yale University. He served in the US Army in WWII rising to the grade of Staff Sergeant as an instructor in aerial gunnery. He is now a full professor in the History Department at Duke University. He holds a commission as a lieutenant colonel, USAF Reserve.