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Journal Article
Forecasting inflation? Target the middle
The Median CPI is well-known as an accurate predictor of future infl ation. But it?s just one of many possible trimmed-mean inflation measures. Recent research compares these types of measures to see which tracks future inflation best. Not only does the Median CPI outperform other trims in predicting CPI inflation, it also does a better job of predicting PCE inflation, the FOMC?s preferred measure, than the core PCE.
Journal Article
Do rising rents complicate inflation assessment?
In the face of falling house prices, decreasing rates of homeownership, and a glut of vacant homes, the Consumer Price Index?s measure of the cost of owner-occupied housing?owners? equivalent rent of residence (OER)?has begun to accelerate, rising at an annualized rate of 2.3 percent over the past six months. Given a backdrop of generally subdued underlying inflation elsewhere in the index, a persistent increase in the relative price of OER?the largest component of the consumer market basket by far?may create upward pressure on measured inflation.
Working Paper
Trimmed-mean inflation statistics: just hit the one in the middle
This paper reinvestigates the performance of trimmed-mean inflation measures some 20 years since their inception, asking whether there is a particular trimmed mean measure that dominates the median CPI. Unlike previous research, we evaluate the performance of symmetric and asymmetric trimmed-means using a well-known equality of prediction test. We fi nd that there is a large swath of trimmed-means that have statistically indistinguishable performance. Also, while the swath of statistically similar trims changes slightly over different sample periods, it always includes the median CPI?an ...
Journal Article
Demographic differences in inflation expectations: what do they really mean?
It has often been reported that different demographic groups show persistent differences in their inflation expectations. Some reasonable explanations have been suggested, but most have failed to fully explain these apparent differences. We argue that the demographic differences have been overstated by using the mean to describe differences across demographic groups. When we use the median to describe inflation expectations, we find little meaningful difference across demographic groups.
Working Paper
Lessons for forecasting unemployment in the United States: use flow rates, mind the trend
This paper evaluates the ability of autoregressive models, professional forecasters, and models that incorporate unemployment flows to forecast the unemployment rate. We pay particular attention to flows-based approaches?the more reduced-form approach of Barnichon and Nekarda (2012) and the more structural method in Tasci (2012)?to generalize whether data on unemployment flows are useful in forecasting the unemployment rate. We find that any approach that considers unemployment inflow and outflow rates performs well in the near term. Over longer forecast horizons, Tasci (2012) appears to be a ...
Journal Article
Are some prices in the CPI more forward looking than others? We think so
Some of the items that make up the Consumer Price Index change prices frequently, while others are slow to change. We explore whether these two sets of prices - sticky and flexible - provide insight on different aspects of the inflation process. We find that sticky prices appear to incorporate expectations about future inflation to a greater degree than prices that change on a frequent basis, while flexible prices respond more powerfully to economic conditions?economic slack. Importantly, our sticky-price measure seems to contain a component of inflation expectations, and that component may ...
Working Paper
Surveying Business Uncertainty
We elicit subjective probability distributions from business executives about their own-firm outcomes at a one-year look-ahead horizon. In terms of question design, our key innovation is to let survey respondents freely select support points and probabilities in five-point distributions over future sales growth, employment, and investment. In terms of data collection, we develop and field a new monthly panel Survey of Business Uncertainty (SBU). The SBU began in 2014 and now covers about 1,750 firms drawn from all 50 states, every major nonfarm industry, and a range of firm sizes. We find ...
Journal Article
Peak oil
When will the world?s production of oil peak, and what will the economic consequences be? Calculating when turns out not to be so straightforward as it seems, but predicting the likely economic consequences is?and they?re not as bleak as many fear.
Businesses Are in Uncharted Waters
Inflation expectations in our April Business Inflation Expectations (BIE) survey fell to an all-time low (going back to October 2011) of 1.4 percent, plunging far below its next lowest level of 1.7 percent (most recently observed in February 2020). Perhaps unsurprisingly, firms have bigger worries on their minds. And our boss, President Raphael Bostic, agreed, noting on Wednesday that "inflation at this point is not something I'm particularly worried about."
Journal Article
The Impact of the Pandemic on US Businesses: New Results from the Annual Business Survey
Working with Federal Reserve staff, the US Census Bureau added to the 2021 Annual Business Survey (ABS) a special module of questions focused on the pandemic and small business finances. Questions ranged from the impact of the pandemic on business sales, to government assistance requested/received, and to the financial health of the firm. In this article, we report the results of these questions—and how they differ by race and ethnicity. The survey finds that more than 60 percent of business experienced declines in sales. Fully one-third experienced significant declines. More than 70 ...