Module 1: Time Series Fundamentals, Stationarity, and Diagnostic Testing
Module 2: Univariate Time Series Modeling and Forecasting (ARMA/ARIMA)
Module 3: Cointegration and Error Correction Frameworks
Module 4: Multivariate Modeling with Vector Autoregressions (VAR)
Module 5: Structural VARs and Macroeconomic Policy Analysis
Module 6: Volatility Modeling for Financial and Macroeconomic Dynamics
Module 7: Panel Time Series Econometrics for Cross-Country Analysis
Module 8: High-Dimensional Data, Nowcasting, and Dynamic Factor Models
Module 9: Machine Learning and Non-Linear Approaches in Macro Forecasting
Module 10: Forecast Evaluation, Scenario Analysis, and Policy Reporting
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