Quantitative Data Analysis

This course explores various econometric models to address research problems in Islamic economics and finance. Core methods include multiple linear regression, panel data regression, structural equation modelling, time-series analysis, and volatility modelling. It also introduces the fundamentals of big data analysis and artificial intelligence using machine learning. These methods provide a foundation for independent study of rapidly evolving econometric techniques. The course uses project-based learning and widely used econometric software, with coaching to support appropriate application. Students are encouraged to undertake self-study or training to strengthen their technical proficiency in econometric tools.