Conniffe, Denis; O'Neill, Donal - Institute for the Study of Labor (IZA) - 2009
A common approach to dealing with missing data is to estimate the model on the common subset of data, by necessity throwing away potentially useful data. We derive a new probit type estimator for models with missing covariate data where the dependent variable is binary. For the benchmark case of...