Economists typically make simplifying assumptions to make the solution and estimation of their highly complex models … predictions of the model. We leverage the recent advancements in machine learning to develop a solution and estimation method … method is much more efficient than existing global solution methods and that the estimation converges to the true parameter …

differentiation. An evaluation of the model’s performance on 14 years of historical data of the Brazilian yield curve shows that the …