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Hugo Gobato Souto
Hugo Gobato Souto
Other namesHG Souto
Verified email at usp.br
Title
Cited by
Cited by
Year
Introducing NBEATSx to Realized Volatility Forecasting
HG Souto, A Moradi
Expert Systems with Applications, 2023
282023
Topological tail dependence: Evidence from forecasting realized volatility
HG Souto
The Journal of Finance and Data Science 9, 100107, 2023
142023
Time series forecasting models for S&P 500 financial turbulence
HG Souto
Journal of Mathematical Finance 13 (1), 112-129, 2023
132023
Forecasting realized volatility through financial turbulence and neural networks
HG Souto, A Moradi
Economics and Business Review 9 (2), 133-160, 2023
102023
A novel loss function for neural network models exploring stock realized volatility using wasserstein distance
HG Souto, A Moradi
Decision Analytics Journal 10, 100369, 2024
92024
Augmented har
HG Souto, J Blackmon, A Moradi
SSRN Electronic Journal. https://doi. org/10.2139/ssrn 4516177, 2023
92023
Nhits for forecasting stock realized volatility
HG Souto
SSRN Electronic Journal, 2023
72023
Realized covariance matrix nbeatsx
HG Souto, A Moradi
SSRN Electronic Journal. https://doi. org/10.2139/ssrn 4529219, 2023
72023
Application of persistent homology in forecasting realized volatility
HG Souto
Social Science Research Network, 2023
62023
Can transformers transform financial forecasting?
HG Souto, A Moradi
China Finance Review International, 2024
42024
Distribution analysis of S&P 500 financial turbulence
HG Souto
Journal of Mathematical Finance 13 (1), 67-88, 2023
32023
Charting new avenues in financial forecasting with TimesNet: The impact of intraperiod and interperiod variations on realized volatility prediction
HG Souto
Expert Systems with Applications 255, 124851, 2024
22024
Advancing Causal Inference: A Nonparametric Approach to ATE and CATE Estimation with Continuous Treatments
HG Souto, FL Neto
arXiv preprint arXiv:2409.06593, 2024
22024
Really doing great at model evaluation for cate estimation? a critical consideration of current model evaluation practices in treatment effect estimation
HG Souto, FL Neto
arXiv preprint arXiv:2409.05161, 2024
22024
A generalization of the topological tail dependence theory: from indices to individual stocks
HG Souto, A Moradi
Decision Analytics Journal 12, 100512, 2024
12024
Corrigendum to “Topological tail dependence: evidence from forecasting realized volatility”[The Journal of Finance and Data Science 9 (2023) 100107]
HG Souto
The Journal of Finance and Data Science, 100135, 2024
12024
Introducing NBEATSx to realized volatility forecasting
H Gobato Souto, A Moradi
Available at SSRN 4398498, 2023
12023
Time-mixing and feature-mixing modelling for realized volatility forecast: Evidence from TSMixer model
HG Souto, SK Heuvel, FL Neto
The Journal of Finance and Data Science 10, 100143, 2024
2024
Ablation Studies for Novel Treatment Effect Estimation Models
HG Souto, F Louzada
arXiv preprint arXiv:2410.15560, 2024
2024
EU social taxonomy for sustainable economic activities: exploring the known and navigating the current issues as well as future research
A Moradi, R Fatima, T Groner, HG Souto
Discover Sustainability 5 (1), 276, 2024
2024
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