Macroeconomic forecasting with echo state networks

• المؤلف الرئيسي: Zhou, Qinghe
• مؤلفون آخرون: Juan-Pablo Ortega Lahuerta
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Mathematical Sciences; Social Sciences; Echo state network; GDP forecasting
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175640

Forecasting macroeconomic indicators plays a crucial role in economic planning and policy formulation. With the increasing availability of large datasets, there has been a surge in interest towards employing sophisticated forecasting models. This paper explores the performance of Echo State Networ...