Authors: Robert Engle, Guillaume Roussellet, Emil Siriwardane
Publication: Journal of Econometrics, Vol. 201, No. 2, December 2017
We propose a statistical model of the term structure of U.S treasury yields tailored for long-term probability-based scenario generation and forecasts. Our model is easy to estimate and is able to simultaneously reproduce the positivity, persistence, and factor structure of the yield curve. Moreover, we incorporate heteroskedasticity and time-varying correlations across yields, both prevalent features of the data. The model also features a regime-switching short-rate model. We evaluate the out-of-sample performance of our model in terms of forecasting ability and coverage properties, and find that it improves on the standard Diebold and Li model.
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