Neural networks for nonlinear regression with serially correlated disturbances: Evidence from cloud cover

Sebastian Jensen, Siem Jan Koopman

We propose a new treatment of nonlinear regression with serially correlated disturbances that incorporates autoregressive moving average structures into feedforward neural networks…