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Applying hybrid ARIMA-SGARCH in algorithmic investment strategies on S&P 500 Index
Nguyen Vo; Ślepaczuk, Robert - 2021
Persistent link: https://www.econbiz.de/10012816706
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Predicting prices of S&P500 index using classical methods and recurrent neural networks
Kijewskia, Mateusz; Ślepaczuk, Robert - 2020
Persistent link: https://www.econbiz.de/10012322224
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Supervised autoencoder MLP for financial time series forecasting
Bieganowski, Bartosz; Ślepaczuk, Robert - 2024
Persistent link: https://www.econbiz.de/10014507808
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The hybrid forecast of S&P 500 volatility ensembled from VIX, GARCH and LSTM models
Roszyk, Natalia; Ślepaczuk, Robert - 2024
Persistent link: https://www.econbiz.de/10014634883
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Optimal markowitz portfolio using returns forecasted with time series and machine learning models
Ślusarczyk, Damian; Ślepaczuk, Robert - 2023
Persistent link: https://www.econbiz.de/10014446491
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Ensembling ARIMAX model in algorithmic investment strategies on commodities market
Jakubowski, Paweł; Ślepaczuk, Robert; Windorbski, … - 2023
Persistent link: https://www.econbiz.de/10014448210
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Hedging properties of algorithmic investment strategies using long short-term memory and time series models for equity indices
Michańków, Jakub; Sakowsk, Paweł; Ślepaczuk, Robert - 2023
Persistent link: https://www.econbiz.de/10014448237
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The performance of time series forecasting based on classical and machine learning methods for S&P 500 index
Uzzal, Maudud Hassan; Ślepaczuk, Robert - 2023
Persistent link: https://www.econbiz.de/10014305886
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Predicting DJIA, NASDAQ and NYSE index prices using ARIMA and VAR models
Teymurzade, Sahil; Ślepaczuk, Robert - 2023
Persistent link: https://www.econbiz.de/10014448266