Assessing Sensitivity of Machine Learning Predictions.A Novel Toolbox with an Application to Financial Literacy

Falco J. Bargagli Stoffi, Kenneth De Beckker, Joana E. Maldonado +1

Despite their popularity, machine learning predictions are sensitive to potential unobserved predictors. This paper proposes a general algorithm that assesses how the omission of a…