This is a topics course in empirical macroeconomics. It covers the estimation and identification of vector autoregressions (VARs) and local projections, focusing specifically on how these models are applied to understand the macroeconomic and financial impact of monetary and fiscal policies. I will also provide a brief introduction to Bayesian time series econometrics