1% US census data in 1980 obtained from Angrist, Chernozhukov and Fernandez-Val(2006) for U.S.-born black and white men aged 40-49 with five or more years of education, positive annual earnings, and positive hours worked in the year preceding the census. Individuals with imputed values for age, education, earnings or weeks worked were also excluded from the sample.