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What is Uncertainty Aware Stock Prediction Method about?

The document presents the Uncertainty Aware Trader-Company (UTC) method, which combines the Trader-Company (TC) method with probabilistic modeling to improve stock price predictions by quantifying uncertainty. This approach aims to retain the predictive power and interpretability of the TC method while addressing the limitations of point predictions that lack uncertainty estimates. The UTC method has been evaluated with synthetic and real market datasets, demonstrating its ability to detect increased uncert

Author

acacokk1

Language

EN