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Working Paper
Gathering insights on the forest from the trees: a new metric for financial conditions
By incorporating the Harvey accumulator into the large approximate dynamic factor framework of Doz et al. (2006), we are able to construct a coincident index of financial conditions from a large unbalanced panel of mixed frequency financial indicators. We relate our financial conditions index, or FCI, to the concept of a "financial crisis" using Markov-switching techniques. After demonstrating the ability of the index to capture "crisis" periods in U.S. financial history, we present several policy-geared threshold rules for the FCI using Receiver Operator Characteristics (ROC) curve analysis.
Working Paper
The Chicago Fed DSGE model
The Chicago Fed dynamic stochastic general equilibrium (DSGE) model is used for policy analysis and forecasting at the Federal Reserve Bank of Chicago. This article describes its specification and estimation, its dynamic characteristics and how it is used to forecast the US economy. In many respects the model resembles other medium scale New Keynesian frameworks, but there are several features which distinguish it: the monetary policy rule includes forward guidance, productivity is driven by neutral and investment specific technical change, multiple price indices identify inflation and there ...
Working Paper
Forecasting Economic Activity with Mixed Frequency Bayesian VARs
Mixed frequency Bayesian vector autoregressions (MF-BVARs) allow forecasters to incorporate a large number of mixed frequency indicators into forecasts of economic activity. This paper evaluates the forecast performance of MF-BVARs relative to surveys of professional forecasters and investigates the influence of certain specification choices on this performance. We leverage a novel real-time dataset to conduct an out-of-sample forecasting exercise for U.S. real gross domestic product (GDP). MF-BVARs are shown to provide an attractive alternative to surveys of professional forecasters for ...
Working Paper
Federal Reserve policies and financial market conditions during the crisis
During the recent financial crisis, the Federal Reserve implemented a series of extraordinary and unconventional policies to alleviate the impact of the crisis on financial markets and the economy. In this paper, we examine the effects of these policies on broad financial market conditions, explicitly taking into account that policy was endogenously determined in response to prevailing financial market and economic conditions. We find that the Fed was more likely to initiate or expand new programs when financial market conditions were tighter than usual and economic conditions deteriorating. ...
Working Paper
Predicting Benchmarked US State Employment Data in Realtime
US payroll employment data come from a survey of nonfarm business establishments and are therefore subject to revisions. While the revisions are generally small at the national level, they can be large enough at the state level to substantially alter assessments of current economic conditions. Researchers and policymakers must therefore exercise caution in interpreting state employment data until they are "benchmarked" against administrative data on the universe of workers some 5 to 16 months after the reference period. This paper develops and tests a state space model that predicts ...
Newsletter
How does labor adjustment in this recession compare with the past?
The authors examine how firms are adjusting their work force during the current recession in comparison with other recessions over the past 40 years.
Journal Article
In search of a robust inflation forecast
It is difficult to consistently improve upon forecasts of inflation based solely on the most recent data on inflation. In this article, we show how to do so. Our main finding is that the most robust forecasts combine information from several different forecasting models, each of which incorporates the information in the available inflation indicators in different ways.
Newsletter
Is There Still Slack in the Labor Market?
Based on recent population and labor force projections, we estimate that payroll employment remained about one million jobs below its trend as of April 2016. Given an average pace of roughly 200,000 jobs added per month so far this year, this implies that labor market slack is likely to persist until late 2016. Considerable uncertainty surrounds this estimate, however, especially with respect to labor force trends. An alternative calculation that assumes a steeper decline in trend labor force participation driven by shifting demographics suggests that slack could persist for up to an ...
Newsletter
Predicting gross state product growth with the Chicago Fed's Midwest Economy Index
This article explains how the Federal Reserve Bank of Chicago?s Midwest Economy Index (MEI) can be used to produce quarterly estimates of the annual gross state product (GSP) growth of each state in the Seventh Federal Reserve District.