O'Connor was born on January 10, 1930 in San Francisco, California. He studied at Stanford University. He received many college degrees during the 1950s. O'Connor married Sandra Day O'Connor in 1952, after they met in Arizona. They had three sons. O'Connor died on November 11, 2009 in his home in Phoenix, Arizona from Alzheimer's disease, aged 79.