“Testing the machine learning model LSTM in enhancing the accuracy of predicting returns of common stocks: An analytical study of companies listed on the Iraq Stock Exchange for the period (2016-2024)” (2026) Warith Scientific Journal, 8(25), pp. 534–545. doi:10.57026/wsj.v8i25.743.