Before revision:  Here, we use machine learning based on a 2-steps Gradient Boosting model,  to correct for the selection bias without requiring any strong assumption on the distribution.
After revision:  Here, we use machine learning based on a 2-steps Gradient Boosting model, produces a robust tax gap estimate and, embeds a solution to correct for the selection bias without requiring any strong assumption on the distribution.