The effects of the unconventional monetary policy (UMP) measures undertaken by the U.S. Federal Reserve (and other major central banks) remain a crucial topic for research. This paper investigates their effects on the anchoring of long-term inflation expectations, a key dimension of UMP that has...

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 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...

This paper develops a Bayesian quantile regression model with time-varying parameters (TVPs) for forecasting inflation risks. The proposed parametric methodology bridges the empirically established benefits of TVP regressions for forecasting inflation with the ability of quantile regression to...

The paper studies how a prolonged period of subdued price developments may induce a de-anchoring of inflation expectations from the central bank's objective. This is shown within a framework where agents form expectations using adaptive learning, choosing among a set of alternative forecasting...

We use Swedish administrative individual-level data to document five facts about the distributional income effects of monetary policy. (i) The effects of monetary policy shocks are U-shaped with respect to the income distribution-i.e., expansionary shocks increase the incomes of high- and...

Our analysis suggests; they do not! To arrive at this conclusion we construct a real-time data set of interest rate projections from central banks in three small open economies; New Zealand, Norway, and Sweden, and analyze if revisions to these projections (i.e., forward guidance) can be...

This paper assesses the economy-wide effects of US unconventional monetary policy shocks. A precise identification of the unconventional monetary policy shocks is achieved by imposing zero and sign restrictions on a number of impulse responses from a large-dimensional dynamic factor model. In...

We use Swedish administrative individual-level data to document five facts about the distributional income effects of monetary policy. (i) The effects of monetary policy shocks are Ushaped with respect to the income distribution—i.e., expansionary shocks increase the incomes of high- and...

This paper examines the predictability of the Federal Reserve (Fed) sentiment conveyed by the words in the Federal Open Market Committee (FOMC) statements. First, we construct a Fed sentiment index based on textual analysis. Second, we predict the Fed sentiment index by using a large set of...