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Working Paper
Economic Uncertainty before and during the COVID-19 Pandemic
Altig, David E.; Baker, Scott Brent; Barrero, Jose Maria; Bloom, Nick; Bunn, Philip; Chen, Scarlet; Davis, Steven J.; Meyer, Brent; Mihaylov, Emil; Mizen, Paul; Parker, Nicholas B.; Renault, Thomas; Smietanka, Pawel; Thwaites, Gregory (2020-07-10)
We consider several economic uncertainty indicators for the United States and the UK before and during the COVID-19 pandemic: implied stock market volatility, newspaper-based economic policy uncertainty, twitter chatter about economic uncertainty, subjective uncertainty about future business growth, and disagreement among professional forecasters about future gross domestic product growth. Three results emerge. First, all indicators show huge uncertainty jumps in reaction to the pandemic and its economic fallout. Indeed, most indicators reach their highest values on record. Second, peak ...
FRB Atlanta Working Paper , Paper 2020-9

Report
Global variance term premia and intermediary risk appetite
Van Tassel, Peter; Vogt, Erik (2016-08-12)
Sellers of variance swaps earn time-varying risk premia for their exposure to realized variance, the level of variance swap rates, and the slope of the variance swap curve. To measure risk premia, we estimate a dynamic term structure model that decomposes variance swap rates into expected variances and term premia. Empirically, we document a strong global factor structure in variance term premia across the U.S., U.K., Europe, and Japan. We further show that variance term premia are negatively correlated with the risk appetite of hedge funds, broker-dealers, and mutual funds. Our results ...
Staff Reports , Paper 789

Working Paper
Uncertainty and Growth Disasters
Jovanovic, Boyan; Ma, Sai (2020-05-07)
This paper documents several stylized facts on the real effects of economic uncertainty. First, higher uncertainty is associated with a more dispersed and negatively skewed distribution of output growth. Second, the response of economic growth to an increase in uncertainty is highly nonlinear and asymmetric. Third, higher asset volatility magnifies the negative impact of uncertainty on growth. We develop and estimate an analytically tractable model in which rapid adoption of new technology may raise economic uncertainty which causes measured productivity to decline. The equilibrium growth ...
International Finance Discussion Papers , Paper 1279

Working Paper
Spectral backtests unbounded and folded
Gordy, Michael B.; McNeil, Alexander J. (2024-08-02)
In the spectral backtesting framework of Gordy and McNeil (JBF, 2020) a probability measure on the unit interval is used to weight the quantiles of greatest interest in the validation of forecast models using probability-integral transform (PIT) data. We extend this framework to allow general Lebesgue-Stieltjes kernel measures with unbounded distribution functions, which brings powerful new tests based on truncated location-scale families into the spectral class. Moreover, by considering uniform distribution preserving transformations of PIT values the test framework is generalized to allow ...
Finance and Economics Discussion Series , Paper 2024-060

Working Paper
The Relationship between Market Depth and Liquidity Fragility in the Treasury Market
Meldrum, Andrew C.; Sokolinskiy, Oleg (2025-02-21)
Analysis of market liquidity often focuses on measures of the current cost of trading. However, investors and policy-makers also care about what would happen to liquidity in the event of an adverse shock. If liquidity were to deteriorate rapidly at times when investors were seeking to rebalance portfolios, this could amplify the effects of shocks to the financial system even if liquidity is high most of the time. We examine the potential for such fragility of liquidity in the Treasury market. We show that a reduction in the availability of resting orders to trade ("market depth") increases ...
Finance and Economics Discussion Series , Paper 2025-014

Working Paper
Capital Controls and the Global Financial Cycle
Matschke, Johannes; Lovchikova, Marina (2021-09-08)
Capital flows into emerging markets are volatile and associated with risks. A common prescription is to impose counter-cyclical capital controls that tighten during economic booms to mitigate future sudden-stop dynamics, but it has been challenging to document such patterns in the data. Instead, we show that emerging markets tighten their capital controls in response to volatility in international financial markets and elevated risk aversion. We develop a model in which this behavior arises from a desire to manipulate the risk premium. When investors are more risk-averse or markets are ...
Research Working Paper , Paper RWP 21-08

Speech
Global Liquidity: Drivers, Volatility and Toolkits
Goldberg, Linda S. (2022-11-10)
Remarks at the International Monetary Fund, 23rd Jacques Polak Annual Research Conference.
Speech

Working Paper
Globalization and Heterogeneity: Evidence from Hollywood
Adler, Konrad; Fuchs, Simon (2022-10-06)
Linder (1961) conjectured that taste differences could impede trade flows. We extend Krugman (1980) to allow for producers that face taste heterogeneity with volatile demand. Consumers are characterized by different taste over product attributes and idiosyncratic risk. Firms face a portfolio type of problem where they trade off supplying the largest consumer groups against higher exposure to group-specific risk. We develop an empirical strategy to estimate consumer taste from observed market shares across multiple distinct markets of the same product, as well as the key parameters that pin ...
FRB Atlanta Working Paper , Paper 2022-14

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