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Nia P. Chen, Jennifer S.K. Chan, Linh H. Nghiem

Recently, deep learning density networks have become the standard baselines for financial time-series forecasting. In this paper, we introduce density networks structured using the two-stage volatilit...

Research Square 2026-04-21 rs-9262246
Two stage volatility-return models density networks LSTM quantile and expectile regression Cryptocurrency
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