This chapter aims to provide a hands-on approach to New Keynesian models and their uses for macroeconomic policy analysis. It starts by reviewing the origins of the New Keynesian approach, the key model ingredients and representative models. Building blocks of current-generation dynamic...

In the aftermath of the global financial crisis, the state of macroeconomicmodeling and the use of macroeconomic models in policy analysis has come under heavy criticism. Macroeconomists in academia and policy institutions have been blamed for relying too much on a particular class of...

The potted histories of macroeconomics textbooks are typically Keynes-centric. Keynes is credited with founding macroeconomics, and the central developments in the field through the early 1970s, including large-scale macroeconometric models are usually termed "Keynesian." The story of...

We extend the method of indirect inference testing to data that is not filtered and so may be non-stationary. We apply the method to an open economy real business cycle model on UK data. We review the method using a Monte Carlo experiment and find that it performs accurately and has good power....

Several approaches for subset recovery and improved forecasting accuracy have been proposed and studied. One way is to apply a regularization strategy and solve the model selection task as a continuous optimization problem. One of the most popular approaches in this research field is given by...

Linear approximation is a popular tool for studying the properties of dynamic economic models. Advocates of linearization have always acknowledged and emphasized that it may be inaccurate unless the researcher restricts attention to small deviations from a steady state. Recent work has...

Three notions of optimal monetary policy are applied to a model in which firms set their prices for multiple periods. The best steady state inflation rate is slightly positive, but the policy that maximizes present discounted welfare leads in the long run to zero inflation. If commitment is not...

The authors present an integrated macroeconomic approach to monitoring progress toward achieving the Millennium Development Goals (MDGs) in Sub-Saharan Africa. At the heart of their approach is a macroeconomic model that captures key linkages between foreign aid, public investment (disaggregated...