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Working Paper
Quantifying Risks to Sovereign Market Access: Methods and Challenges
Erce, Aitor; Zigraiova, Diana; Jiang, Xu (2020-02-10)
In this paper we use data from the euro area to study episodes when sovereigns lose market access. We construct a detailed dataset with potential indicators of market access tensions, and evaluate their ability to forecast episodes when market access is lost, using various econometric approaches. We find that factors associated with high market access tensions are not limited to financial markets, but also encompass developments in global demand, macroeconomic conditions and the fiscal stance. Using the top-performing indicators, we construct a number of market tension indices and use them as ...
Globalization Institute Working Papers , Paper 377

Working Paper
Capturing Macroeconomic Tail Risks with Bayesian Vector Autoregressions
Clark, Todd E.; Carriero, Andrea; Marcellino, Massimiliano (2020-09-22)
A rapidly growing body of research has examined tail risks in macroeconomic outcomes. Most of this work has focused on the risks of significant declines in GDP, and it has relied on quantile regression methods to estimate tail risks. Although much of this work discusses asymmetries in conditional predictive distributions, the analysis often focuses on evidence of downside risk varying more than upside risk. We note that this pattern in risk estimates over time could obtain with conditional distributions that are symmetric but subject to simultaneous shifts in conditional means (down) and ...
Working Papers , Paper 20-02R

Working Paper
The perils of working with Big Data and a SMALL framework you can use to avoid them
Fogarty, Michael; Butters, R. Andrew; Brave, Scott A. (2020-03-02)
The use of “Big Data” to explain fluctuations in the broader economy or guide the business decisions of a firm is now so commonplace that in some instances it has even begun to rival more traditional government statistics and business analytics. Big data sources can very often provide advantages when compared to these more traditional data sources, but with these advantages also comes the potential for pitfalls. We lay out a framework called SMALL that we have developed in order to help interested parties as they navigate the big data minefield. Based on a set of five questions, the SMALL ...
Working Paper Series , Paper WP-2020-35

Surging population growth from immigration may have little effect on inflation
Cheremukhin, Anton A.; Hur, Sewon; Mau, Ron; Richter, Alexander W. (2024-07-09)
U.S. population growth increased sharply recently following to a wave of immigration. This article examines what this surprise immigration surge could mean for the macroeconomy.
Dallas Fed Economics

Journal Article
Do Low Survey Response Rates Threaten Data Dependence?
Leduc, Sylvain; Oliveira, Luiz E.; Paulson, Caroline M. (2025-03-31)
Monetary policy is forward-looking and dependent on policymakers’ economic outlook. When the outlook is deemed highly uncertain, policymakers may put more weight on incoming data when making monetary policy considerations. However, falling survey response rates suggest employment and inflation data may have become less reliable. Analysis of payroll employment and consumer price inflation data shows that data revisions over the past few years have been in line with their pre-pandemic averages. This suggests that these data have not been an outsized source of uncertainty in recent years.
FRBSF Economic Letter , Volume 2025 , Issue 07 , Pages 5

Working Paper
How Persistent Are Unconventional Monetary Policy Effects?
Neely, Christopher J. (2020-11-08)
This paper argues that one cannot precisely estimate the persistence of unconventional monetary policy (UMP) effects, especially with short samples and few observations. To make this point, we illustrate that the most influential model on the topic exhibits structural instability, and sensitivity to specification and outliers that render the conclusions unreliable. Restricted models that respect more plausible asset return predictability are more stable and imply that UMP shocks were persistent. Estimates of the dynamic effects of shocks should respect the limited predictability in asset ...
Working Papers , Paper 2014-04

Working Paper
FRED-QD: A Quarterly Database for Macroeconomic Research
McCracken, Michael W.; Ng, Serena (2020-03-11)
In this paper we present and describe a large quarterly frequency, macroeconomic database. The data provided are closely modeled to that used in Stock and Watson (2012a). As in our previous work on FRED-MD, our goal is simply to provide a publicly available source of macroeconomic “big data” that is updated in real time using the FRED database. We show that factors extracted from this data set exhibit similar behavior to those extracted from the original Stock and Watson data set. The dominant factors are shown to be insensitive to outliers, but outliers do affect the relative influence ...
Working Papers , Paper 2020-005

Gazing at r-star: Gauging U.S. monetary policy via the natural rate of interest
Martinez-Garcia, Enrique (2023-07-03)
While estimating r-star is fraught with difficulty, the latest evidence suggests U.S. monetary policy likely turned restrictive at the start of 2023, after the Federal Reserve started raising rates in March 2022.
Dallas Fed Economics

Working Paper
Is It Time to Reassess the Focal Role of Core PCE Inflation?
Verbrugge, Randal (2021-05-18)
In this paper, I review the history of “core” PCE inflation and its rationale: remove volatile items with transitory shocks to better highlight the trend in inflation. Structural changes in the inflation process imply that, on a “reducing volatility” basis, the list of items excluded from the “core” inflation basket (aside from gasoline) is far from optimal. This is true whether one assesses volatility on the basis of a weighted component monthly, or an index monthly, or a 12-month index, or a 5-year index. In addition, I demonstrate other deficiencies of exclusion indexes. ...
Working Papers , Paper 21-10

Discussion Paper
An Update on the Health of the U.S. Consumer
Haughwout, Andrew F.; Lee, Donghoon; Mangrum, Daniel; McCarthy, Jonathan; Melcangi, Davide; Scally, Joelle; Van der Klaauw, Wilbert (2023-10-18)
The strength of consumer spending so far this year has surprised most private forecasters. In this post, we examine the factors behind this strength and the implications for consumption in the coming quarters. First, we revisit the measurement of “excess savings” that households have accumulated since 2020, finding that the estimates of remaining excess savings are very sensitive to assumptions about measurement, estimation period, and trend type, which renders them less useful. We thus broaden the discussion to other aspects of the household balance sheet. Using data from the New York ...
Liberty Street Economics , Paper 20231018a

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