This course is an introduction to the statistical methods used to analyze time series data - quantities and prices that evolve over time. These methods provide a quantitative framework for characterizing the dynamic behavior of the macroeconomy, as well as for evaluating macroeconomic theory. Students will gain a working knowledge of some common techniques that are currently used to explore important issues in macroeconomics and finance.
Econometrics Review Time Series Concepts Time Series Models Estimating Univariate ARMA Models VARs as Statistical Models VARs as Theoretical Models - Identification Nonstationarity in Univariate Processes Nonstationarity in Multivariate Processes Conditional Heteroskedasticity Introduction to ARCH Models