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Speech
Commodity derivatives markets and financial stability
Keynote remarks by Sam Schulhofer-Wohl at FIA Forum: Commodities 2023—Commodity Derivatives Markets in the Age of Uncertainty, Houston, Texas.
Working Paper
Mining for Oil Forecasts
In this paper, we study the usefulness of a large number of traditional determinants and novel text-based variables for in-sample and out-of-sample forecasting of oil spot and futures returns, energy company stock returns, oil price volatility, oil production, and oil inventories. After carefully controlling for small-sample biases, we find compelling evidence of in-sample predictability. Our text measures hold their own against traditional variables for oil forecasting. However, none of this translates to out-of-sample predictability until we data mine our set of predictive variables. Our ...
Working Paper
Euro Area and U.S. External Adjustment: The Role of Commodity Prices and Emerging Market Shocks
The trade balances of the Euro Area (EA) and of the U.S. have improved markedly after the Global Financial Crisis. This paper quantifies the drivers of EA and U.S. economic fluctuations and external adjustment, using an estimated (1999-2017) three-region (U.S., EA, rest of world) DSGE model with trade in manufactured goods and in commodities. In the model, commodity prices reflect global demand and supply conditions. The paper highlights the key contribution of the post-crisis collapse in commodity prices for the EA and U.S. trade balance reversal. Aggregate demand shocks originating in ...