4 июл. 2024 г. · This paper aims to explore the application of machine learning in forecasting Chinese macroeconomic variables.

4 июл. 2024 г. · Abstract:This paper aims to explore the application of machine learning in forecasting Chinese macroeconomic variables.

27 июл. 2024 г. · We argue that integrating topological metrics into machine learning models can markedly enhance the precision of economic growth forecasts.

This suggests that. Machine Learning is useful for macroeconomic forecasting by mostly capturing important nonlinearities that arise in the context of ...

12 авг. 2024 г. · This study stands at two main strains of literature: analyzing international trade networks and applying ma- chine learning models in economic ...

28 июн. 2024 г. · Machine learning models can generate a wide range of potential economic scenarios and assess their likelihood, providing a more comprehensive ...

29 апр. 2024 г. · Enhancing economic forecasting with machine learning. Our model generates our forecasts for inflation for 33 countries, from one month to 12 ...

28 февр. 2019 г. · The regression setup prompt us to use a novel visualization technique for forecasting results that conveys all the relevant information in a ...

Machine learning (ML) has emerged as a powerful tool for analyzing large and complex datasets across disciplines and could mitigate some of the challenges that ... Introduction · Use of machine learning in... · Limitations

8 сент. 2023 г. · We review the recent methodological advances in machine learning for economic forecasting and nowcasting. We consider the high-dimensional ...