Robert Viscusi was born on April 4, 1941, at St. Catherine's Hospital in Greenpoint, Brooklyn, to Joseph Viscusi, a mechanic, and Vera Di Rocco, a dressmaker. Viscusi's grandparents were all immigrants from Italy who passed through Ellis Island. They never forgot Italy, though they never returned there.