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Stock market analysis : a review and taxonomy of prediction techniques
Shah, Dev; Isah, Haruna; Zulkernine, Farhana - In: International Journal of Financial Studies : open … 7 (2019) 2/26, pp. 1-22
Stock market prediction has always caught the attention of many analysts and researchers. Popular theories suggest that … stock market prediction methods. We then focus on some of the research achievements in stock analysis and prediction. We …
Persistent link: https://www.econbiz.de/10012038738
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Asset return prediction via machine learning
Zhang, Liangliang - In: Journal of mathematical finance 9 (2019) 4, pp. 691-697
Persistent link: https://www.econbiz.de/10012433454
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Stock market index prediction using artificial neural network
Moghaddam, Amin Hedayati; Moghaddam, Moein Hedayati; … - In: Journal of economics, finance & administrative science 21 (2016) 41, pp. 89-93
to March 7) are selected as training dataset and the last 29 days are used for testing the model prediction ability …. Networks for NASDAQ index prediction for two type of input dataset (four prior days and nine prior days) were developed and …
Persistent link: https://www.econbiz.de/10011875195
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The Twitter myth revisited : intraday investor sentiment, Twitter activity and individual-level stock return volatility
Behrendt, Simon; Schmidt, Alexander - In: Journal of banking & finance 96 (2018), pp. 355-367
Persistent link: https://www.econbiz.de/10011967234
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Trading on Twitter : using social media sentiment to predict stock returns
Sul, Hong Kee; Dennis, Alan; Yuan, Lingyao - In: Decision sciences : DS 48 (2017) 3, pp. 454-488
Persistent link: https://www.econbiz.de/10011800318
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Renewable energy stocks forecast using Twitter investor sentiment and deep learning
Herrera, Gabriel Paes; Oliveira, Michel Angelo … - In: Energy economics 114 (2022), pp. 1-11
Persistent link: https://www.econbiz.de/10013477442
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Are all text news just a noise for investors? : impact of online texts on Bitcoin returns
Damjanović, Aleksandar; Drenovak, Mikica - In: Ekonomske teme 61 (2023) 2, pp. 121-144
The paper demonstrates the power of alternative data. Relying on the indicators obtained by mining online publicly available news articles, authors analyze their impact on Bitcoin returns. This research shows that in the first quarter of 2022 Bitcoin returns could be explained by the sentiment...
Persistent link: https://www.econbiz.de/10014372681
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Intraday online investor sentiment and return patterns in the U.S. stock market
Renault, Thomas - In: Journal of banking & finance 84 (2017), pp. 25-40
Persistent link: https://www.econbiz.de/10011816834
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Can machine learning help to select portfolios of mutual funds?
DeMiguel, Victor; Gil-Bazo, Javier; Nogales, Francisco J.; … - 2021 - This version: March 24, 2021
Persistent link: https://www.econbiz.de/10012819375
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Can machine learning help to select portfolios of mutual funds?
DeMiguel, Victor; Gil-Bazo, Javier; Nogales, Francisco J.; … - 2021
Persistent link: https://www.econbiz.de/10012822132