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Manav Patel

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Open access Sep 2026

Evaluating LSTM Neural Networks With Moving Average Features For Short-Term Stock Price Forecasting: A Comparative Study Of The Technology And Pharmaceutical Sectors

The results indicate that moving averages help LSTM models track the general level and direction of price series in stable, low-volatility conditions, but that models trained exclusively on historical price information cannot account for the exogenous news, regulatory, and innovation shocks that drive a substantial sha...

Manav Patel · 0 citations

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