Macroeconometric Forecasting
The course by IMF focuses on the application of econometric techniques for modelling the dynamic behavior of macroeconomic variables, like, consumption, investment etc. and their response to policy changes. I. EViews Basics II. Introduction to Forecasting - Introduction - Estimating/Forecasting Linear equation - Forecasting III. Statistical properties of time series data - Introduction to time series data - Introduction to stationary processes - Estimation of stationary time series and model selection - Testing for non-stationarity and unit roots IV. Forecast uncertainty and model evaluation - Introduction - Sources of uncertainty - Statistics for forecast assessment - Theil's U statistics - Introduction to forecasting strategies - Introduction to structural breaks - Fan charts V. VAR - Introduction - Estimating VARs - Forecasting with VARs - Introduction to SVARs - SVARs - identification, Impulse respons