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  • Search: subject:"symmetric volatility"
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Year of publication
Subject
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Deep learning 2 Forecasting model 2 Jakarta Islamic Index (JKII) 2 NARX neural network 2 Prognoseverfahren 2 Small and big data 2 Symmetric volatility information 2 Training algorithm 2 Volatility 2 Volatilität 2 ARCH model 1 ARCH models 1 ARCH-Modell 1 Aktienindex 1 Algorithm 1 Algorithmus 1 Artificial intelligence 1 Big Data 1 Big data 1 Capital income 1 Estimation theory 1 Kapitaleinkommen 1 Künstliche Intelligenz 1 Learning process 1 Lernprozess 1 Neural networks 1 Neuronale Netze 1 Schätztheorie 1 Stock index 1 Turkey 1 Türkei 1 asymmetric volatility 1 symmetric volatility 1
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Online availability
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Free 3 CC license 2
Type of publication
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Article 3
Type of publication (narrower categories)
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Article in journal 2 Aufsatz in Zeitschrift 2 Article 1
Language
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English 3
Author
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Ledhem, Mohammed Ayoub 2 Öner, Hakan 1 Öner, Selma 1
Published in...
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Financial internet quarterly 1 Journal of Capital Markets Studies (JCMS) 1 Journal of capital markets studies 1
Source
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ECONIS (ZBW) 2 EconStor 1
Showing 1 - 3 of 3
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Symmetric and asymmetric volatility : forecasting the Borsa Istanbul 100 index return volatility
Öner, Selma; Öner, Hakan - In: Financial internet quarterly 19 (2023) 1, pp. 48-56
The development of technology and the globalization of financial markets have increased the volatility in financial markets and caused the emergence of risks and uncertainties that have not been previously encountered. Since traditional econometric models cannot fully explain this vol- atility,...
Persistent link: https://www.econbiz.de/10014281313
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Deep learning with small and big data of symmetric volatility information for predicting daily accuracy improvement of JKII prices
Ledhem, Mohammed Ayoub - In: Journal of capital markets studies 6 (2022) 2, pp. 130-147
) prices using deep learning (DL) with small and big data of symmetric volatility information. Design/methodology/approach This … accuracy improvement through small and big data of symmetric volatility information of the JKII based on the criteria of the … algorithm based on using small data which provide superior prediction accuracy to big data of symmetric volatility information …
Persistent link: https://www.econbiz.de/10013413441
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Cover Image
Deep learning with small and big data of symmetric volatility information for predicting daily accuracy improvement of JKII prices
Ledhem, Mohammed Ayoub - In: Journal of Capital Markets Studies (JCMS) 6 (2022) 2, pp. 130-147
) prices using deep learning (DL) with small and big data of symmetric volatility information. Design/methodology/approach This … accuracy improvement through small and big data of symmetric volatility information of the JKII based on the criteria of the … algorithm based on using small data which provide superior prediction accuracy to big data of symmetric volatility information …
Persistent link: https://www.econbiz.de/10015327872
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