Market Index

Market indices are quantitative measures tracking the performance of a collection of assets, serving as benchmarks for investment strategies and economic indicators. Current research focuses on improving index prediction accuracy using machine learning models like Long Short-Term Memory (LSTM) networks and deep reinforcement learning, as well as developing novel metrics for evaluating index performance and fairness in applications like biometric systems. These advancements have significant implications for portfolio management, economic analysis, and the development of more equitable and reliable AI systems.