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Stock price prediction using combined GARCH-AI models

The non-linear and non-stationary nature of financial time series data poses significant challenges for standalone statistical and neural network methods. While predictive modeling in finance often focuses on volatility, there is a notable lack of research on predicting actual stock prices, particul...

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Autori principali: John Kamwele Mutinda, Amos Kipkorir Langat
Natura: Artigo
Lingua:Inglês
Pubblicazione: Elsevier 2024-12-01
Serie:Scientific African
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Accesso online:http://www.sciencedirect.com/science/article/pii/S2468227624003168
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