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LSTM-GARCH Hybrid Model for the Prediction of Volatility in Cryptocurrency Portfolios

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In the present work, the volatility of the leading cryptocurrencies is predicted through generalised autoregressive conditional heteroskedasticity (GARCH) models, multilayer perceptron (MLP), long short-term memory (LSTM), and hybrid models of the type LSTM an... ...