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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...
Two stage volatility-return models
density networks
LSTM
quantile and expectile regression
Cryptocurrency
SinoXiv