References

• 2018Statistical and Machine Learning forecasting methods: Concerns and ways forward1,515 cited
• 2021Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN)1,463 cited
• 2011How Sovereign Is Sovereign Credit Risk?1,129 cited
• 2008Default and Recovery Implicit in the Term Structure of Sovereign CDS Spreads805 cited
• 1996Determinants and Impact of Sovereign Credit Ratings652 cited
• 2009Financial time series forecasting using independent component analysis and support vector regression538 cited
• 2018A novel cryptocurrency price trend forecasting model based on LightGBM518 cited
• 1996Determinants and Impact of Sovereign Credit Ratings460 cited
• 2017A deep learning ensemble approach for crude oil price forecasting383 cited
• 2019Carbon trading volume and price forecasting in China using multiple machine learning models294 cited
• 2015Forecasting realized volatility in a changing world: A dynamic model averaging approach292 cited
• 2011Sovereign bond yield spreads: A time-varying coefficient approach252 cited
• 2019Hybrid structures in time series modeling and forecasting: A review240 cited
• 2018Improved EEMD-based crude oil price forecasting using LSTM networks220 cited