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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 ...
Working Paper
Learning in the Oil Futures Markets: Evidence and Macroeconomic Implications
Using expectations embodied in oil futures prices, we examine how expectations are formed and how they affect the macroeconomic transmission of shocks. We show that an empirical framework in which investors form expectations by learning about the persistence of oil-price movements successfully replicates the fluctuations in oil-price futures since the late 1990s. We then embed this learning mechanism in a model with oil usage and storage. Estimating the model, we document that an increase in the persistence of TFP-driven fluctuations in oil demand largely account for investors' perceptions ...
Newsletter
What’s the Potential Impact of Force Majeure Claims on Financial Stability?
This article examines the potential aggregate impact on financial stability of several bilateral force majeure claims filed at approximately the same time in one or more markets. One and a half years after the pandemic started, I take stock of the developments involving force majeure claims thus far, and conclude that the likelihood of these claims creating a systemic threat to financial stability is low.
Working Paper
An Empirical Analysis of Futures Margin Changes: Determinants and Policy Implications
Margin regulation raises two policy concerns. First, an alignment of margins to volatility can amplify procyclicality, leading to a build-up of excess leverage in good times and a forced deleverage in bad times. Second, competition among central counterparties (CCPs) can result in lower margin levels in order to attract more trading volume, which is referred to as a "race to the bottom." Motivated by these issues, we empirically analyze the determinants of margin changes by using a data set of various futures margins from Chicago Mercantile Exchange (CME) Group. We first find that CME Group ...