 Peterson married Ane Grethe Ballif, who after her marriage was normally referred to as Grethe Ballif Peterson.Grethe was a graduate of Brigham Young University who did graduate studies at Radcliffe College, Southern Connecticut State College and the University of Utah.While at Harvard, Peterson served as a bishop of the University Ward of The Church of Jesus Christ of Latter-day Saints.