Sustainability involves the drive to ensure intergenerational fairness. However, the results of actions taken to achieve sustainability often lie far into the future and efforts to promote the welfare of distant generations may or may not ultimately be successful. While both governmental...

This paper examines the use of machine learning methods in modeling and forecasting time series with long memory through GARMA. By employing rigorous model selection criteria through simulation study, we find that the hybrid GARMA-LSTM model outperforms traditional approaches in forecasting...