Search Results
Working Paper
Using the Kalman filter to smooth the shocks of a dynamic stochastic general equilibrium model
This paper shows how to use the Kalman filter (Kalman 1960) to back out the shocks of a dynamic stochastic general equilibrium model. In particular, we use the smoothing algorithm as described in Hamilton (1994) to estimate the shocks of a sticky-prices and sticky-wages model using all the information up to the end of the sample.
Discussion Paper
Signs of a Slowdown? Evidence From Our October Business Surveys
After a few months of upward movement in the headline indexes of our business surveys, results took a downward turn in October. This was especially true in the service sector, where both current and expected activity deteriorated noticeably. However, despite what may be evidence of a shift to a slower pace of demand, firms on balance appear to be holding steady on hiring plans, at least for the near term.
Discussion Paper
How Many Businesses in the Fifth District are Minority-Owned?
Discussion Paper
How to Get the (High-Skilled) Workers?
Over the past year, the labor market has been extremely tight, with record high job openings and historically low unemployment. So, it's no surprise that firms have struggled to find workers. To overcome hiring challenges, firms have been using various strategies, the most common of which is wage increases. Those strategies may be paying off to some extent: Our Fifth District business surveys suggest that the worst of the challenge finding workers has passed. Nonetheless, firms are still reporting difficulties, and our most recent survey revealed a notable shift in the type of workers firms ...
Discussion Paper
The Updated Employment Picture
Each year, typically with little fanfare, the Bureau of Labor Statistics (BLS) releases revisions to historical employment data. While you may wonder if this means that history gets rewritten, it's really about making written history more accurate. Revisions are standard practice for not only employment data, but also other economic data. Revisions incorporate more complete underlying data that become available over time, as well as updates to data estimation procedures (most economic data are not based on complete counts; instead, they're based on samples that are used to generate complete ...
Working Paper
Examining contributions to core consumer inflation measures
The purpose of this paper is to examine the composition of inflation over time. The authors calculate the contributions to inflation for individual series of the consumer price index (CPI) and personal consumption expenditures price index (PCEPI) and then aggregate those contributions into major consumer expenditure categories. This technique provides a wealth of information concerning aggregate inflation behavior in a concise way, enabling the authors to describe the composition of inflation at any point in time. A particularly important benefit of this method is that it allows them to ...
Discussion Paper
Inflation and the Price Expectations of Firms
n the spring of 2021, inflation started to climb above the Federal Open Market Committee's (FOMC) 2 percent target. By June 2022, the inflation rate had increased to territory not seen since the early 1980s – year-over-year growth in the Consumer Price Index (CPI) reached 9.1 percent, while growth in the Personal Consumption Expenditures Price Index (PCEPI), which is followed most closely by the FOMC, hit 7.0 percent. The most recent inflation readings are still extremely elevated—7.7 percent for the CPI (October 2022) and 6.2 percent for the PCEPI (September 2022).
Journal Article
Decomposing inflation
As U.S. core inflation measures have declined in recent years, analysts have renewed their efforts to understand inflation dynamics. A common approach to this issue is to make inferences about how price changes of major components affect the aggregate inflation rate. This article takes a more rigorous approach, calculating and plotting the precise contributions of major consumer expenditure categories to core inflation measures over time. ; This technique has distinct advantages. It highlights the underlying trends in inflation, enabling analysts to make more informed inferences about the ...