We introduce machine learning in the context of central banking and policy analyses. Our aim is to give an overview broad enough to allow the reader to place machine learning within the wider range of statistical modelling and computational analyses, and provide an idea of its scope and...

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...

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...

We develop a multivariate dynamic term structure model, which takes into account the nonlinear (time-varying) relationship between interest rates and the state of the economy. In contrast to the classical term structure literature, where nonlinearities are captured by increasing the number of...

The paper evaluates the 24-month ahead inflation forecasting performance of various indicators of underlying inflation and structural models. The inflation forecast errors resulting from model misspecification are larger than the errors resulting from forecasting of exogenous variables. Also,...

This paper aims to contribute to the empirical literature on the international spillovers of US monetary policy, whilst accounting for fiscal policy. The main motivation of the paper is to identify the way in which fiscal policy is able to influence the monetary transmission mechanism and...

Over the past two decades, U.S. core PCE goods and services inflation have evolved differently. Against the backdrop of global concerns of low inflation, we use this trend as motivation to develop a bottom-up model of U.S. inflation. We find that domestic forces play a larger role relative to...

This paper outlines a strategic plan for the development of the fourth generation of Bank of Canada projection and policy analysis models. The plan features a new Canadian workhorse macroeconomic model as well as a suite of alternative models to better support a risk management approach to...

In the inverted yield curve environment, whether the sixteen SDGs set up by the United Nations could be realized by 2030 sparks interesting considerations. Meanwhile, as the Reserve Bank of New Zealand is considering the potential issuance of the CBDC, the boost to SDG 8 - decent work and...

While the potential issuance of CBDC might enable SDG 8 to be realized in New Zealand, mutual interactions between SDG 8 and other goals attract interesting considerations of if both SDG 8 and other goals could be achieved. SDGs are grouped in terms of the common characteristics that will enable...