Allison was born in Mazeppa, Minnesota and raised in Anoka, Minnesota by Alexander J. & Elizabeth Hauxhurst Allison. He attended Carleton College in Northfield, Minnesota, where he played football. He graduated from Carleton in 1917. He also served for four years in the United States Army.