Hirukawa, Masayuki; Prokhorov, Artem - Business School, University of Sydney - 2014
Economists often use matched samples, especially when dealing with earnings data where a number of missing observations need to be imputed. In this paper, we demonstrate that the ordinary least squares estimator of the linear regression model using matched samples is inconsistent and has a...