When economists talk about equality, they typically have equality of outcom
es, like welfare or income in mind. However such a view of equality is not
entirely satisfactory and theories of equality of opportunity have been dev
eloped and proposed as an alternative. While there has been some theoretica
l discussion of equality of opportunity in the public choice literature, th
e empirical implementation of many of these issues has been limited. In thi
s paper we develop a nonparametric estimator of the opportunity sets facing
individuals with different characteristics. This estimator allows us to vi
sualize the choices available to individuals of different types. We then us
e this estimator to reexamine the intergenerational transmission process. O
ur estimates indicate that even for children who exhibit the same degree of
responsibility, those from richer families earn substantially more than th
ose from poorer families.