This fascinating paper by Rawan Alamro, Andrew McCarren and Amal Al-Rasheed, explores a number of statistical and machine learning approaches to forecasting the Saudi stock market the Tadawul, finding LSTM the most accurate tool.
Predicting Saudi Stock Market Index By Incorporating GDELT Using Multivariate Time Series Modelling