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Author:Datta, Deepa Dhume 

Discussion Paper
Bottlenecks, Shortages, and Soaring Prices in the U.S. Economy

Since the onset of the COVID-19 pandemic, sweeping production constraints, combined with surging demand in some industries, have led to shortages, severe congestion, and soaring prices. What will it take for these bottlenecks to resolve and for price pressures to ease?
FEDS Notes , Paper 2022-06-24

Journal Article
Forecasting China's Role in World Oil Demand

Although China?s growth has slowed recently, the country?s demand for oil could be entering a period of faster growth that could result in substantially higher oil prices. Because Americans buy and sell oil and petroleum products in the global market, global demand prospects influence the profitability of U.S. oil producers and the costs paid by U.S. consumers. Analysis based on the global relationship between economic development and oil demand illustrates the prospects for Chinese oil demand growth and the resulting opportunities and challenges for U.S. producers and consumers.
FRBSF Economic Letter

Working Paper
Taxonomy of Global Risk, Uncertainty, and Volatility Measures

A large number of measures for monitoring risk and uncertainty surrounding macroeconomic and financial outcomes have been proposed in the literature, and these measures are frequently used by market participants, policy makers, and researchers in their analyses. However, risk and uncertainty measures differ across multiple dimensions, including the method of calculation, the underlying outcome (that is, the asset price or macroeconomic variable), and the horizon at which they are calculated. Therefore, in this paper, we review the literature on global risk, uncertainty, and volatility ...
International Finance Discussion Papers , Paper 1216

Working Paper
Generating Options-Implied Probability Densities to Understand Oil Market Events

We investigate the informational content of options-implied probability density functions (PDFs) for the future price of oil. Using a semiparametric variant of the methodology in Breeden and Litzenberger (1978), we investigate the fit and smoothness of distributions derived from alternative PDF estimation methods, and develop a set of robust summary statistics. Using PDFs estimated around episodes of high geopolitical tensions, oil supply disruptions, and macroeconomic data releases, we explore the extent to which oil price movements are expected or unexpected, and whether agents believe ...
International Finance Discussion Papers , Paper 1122

Working Paper
What is Certain about Uncertainty?

Researchers, policymakers, and market participants have become increasingly focused on the effects of uncertainty and risk on financial market and economic outcomes. This paper provides a comprehensive survey of the many existing measures of risk, uncertainty, and volatility. It summarizes what these measures capture, how they are constructed, and their effects, paying particular attention to large uncertainty spikes, such as those appearing concurrently with the outbreak of COVID-19. The measures are divided into three types: (1) news-based, survey- based, and econometric; (2) asset market ...
International Finance Discussion Papers , Paper 1294

Working Paper
Oil, Equities, and the Zero Lower Bound

From late 2008 to 2017, oil and equity returns were more positively correlated than in other periods. In addition, we show that both oil and equity returns became more responsive to macroeconomic news. We provide empirical evidence and theoretical justification that these changes resulted from nominal interest rates being constrained by the zero lower bound (ZLB). Although the ZLB alters the economic environment in theory, supportive empirical evidence has been lacking. Our paper provides clear evidence of the ZLB altering the economic environment, with implications for the effectiveness of ...
Finance and Economics Discussion Series , Paper 2018-058

Working Paper
Nonparametric HAC estimation for time series data with missing observations

The Newey and West (1987) estimator has become the standard way to estimate a heteroskedasticity and autocorrelation consistent (HAC) covariance matrix, but it does not immediately apply to time series with missing observations. We demonstrate that the intuitive approach to estimate the true spectrum of the underlying process using only the observed data leads to incorrect inference. Instead, we propose two simple consistent HAC estimators for time series with missing data. First, we develop the Amplitude Modulated estimator by applying the Newey-West estimator and treating the missing ...
International Finance Discussion Papers , Paper 1060

Discussion Paper
Oil, Equities, and a "Nonbinding" Zero Lower Bound: The Monetary Policy Response to COVID-19

We analyze the recent behavior of oil and equity prices in the context of our earlier work, Datta, et al. (2021), which focuses on the previous zero lower bound (ZLB) episode, in the aftermath of the Global Financial Crisis. We find that the correlation between oil and equity returns and the responsiveness of these returns to macroeconomic surprises are perhaps elevated relative to normal times but somewhat moderated relative to the previous ZLB episode.
FEDS Notes , Paper 2021-04-14

Discussion Paper
Revisions to the Federal Reserve Dollar Indexes

This note details the construction of the foreign exchange rate indexes and describes the motives for the changes to the methodology.
FEDS Notes , Paper 2019-01-15

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