in World War II. After the war, Cagan decided to go to college, and earned his B.A. from UCLA in 1948. He received his M.A. in 1951, and his Ph.D. in Economics in 1954 from the University of Chicago.

After graduate school, Cagan joined the National Bureau of Economic Research