Before revision:  Finally, we illustrate the new approach using U.S. Census data to estimate a high-dimensional model that includes more than eighty thousand parameters.
After revision:  Finally, we illustrate the new approach using U.S. Census data to estimate a model that includes more than eighty thousand parameters.