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...