Non-linear regression with discrete explanatory variables, with an application to the earnings function

In this paper it will be shown that regression models with discrete explanatory variables take the form of a polynominal of a linear function of the regressors. A two-stage estimation procedure and various model specification tests will be developed in close harmony with an empirical application to the earnings function.