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Stock Index Return Volatility Forecast via Excitatory and Inhibitory Neuronal Synapse Unit with Modified MF-ADCCA

Financial prediction persists a strenuous task in Fintech research. This paper introduces a multifractal asymmetric detrended cross-correlation analysis (MF-ADCCA)-based deep learning forecasting model to predict a succeeding day log return via excitatory and inhibitory neuronal synapse unit (EINS)...

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Principais autores: Luochao Wang, Raymond S. T. Lee
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-03-01
Serier:Fractal and Fractional
Fag:
stock prediction
asymmetry Hurst exponent
deep learning
multifractal
neural networks
Online adgang:https://www.mdpi.com/2504-3110/7/4/292
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