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When the yield curve is modelled using an a ffine factor model, residuals may still contain relevant information and do not adhere to the familiar white noise assumption. This paper proposes a pragmatic way to improve out of sample performance for yield curve forecasting. The proposed adjustment...
Persistent link: https://www.econbiz.de/10013085245
We propose a highly optimized latent factor representation of the yield curve obtained by training a variational autoencoder (VAE) to curve data from multiple currencies. A curious byproduct of such training is a "world map of latent space" where neighbors have similar curve shapes, and distant...
Persistent link: https://www.econbiz.de/10014235589
Persistent link: https://www.econbiz.de/10011422051
Much of the literature on interest rate pass through assumes banks set retail rates in relation to contemporary market rates. We argue that future rates also matter, and if forecasts of future rates are included, the empirical specifications of many previous studies are misspecified. Including...
Persistent link: https://www.econbiz.de/10008540609
This paper investigates the predictability of exchange rate changes by extracting the factors from the three-, four-, and five-factor model of the relative Nelson-Siegel class. Our empirical analysis shows that the relative spread factors are important for predicting future exchange rate...
Persistent link: https://www.econbiz.de/10011884108
We investigate two yield curve strategies: Curve carry selects bond maturities based on carry and betting-against-beta always selects the shortest maturities. We investigate these strategies for international bond markets. We find that the global curve carry factor has strong performance that...
Persistent link: https://www.econbiz.de/10012855344
Geostatistical spatial models are widely used in many applied fields to forecast data observed on continuous three-dimensional surfaces. We propose to extend their use to finance and, in particular, to forecasting yield curves. We present the results of an empirical application where we apply...
Persistent link: https://www.econbiz.de/10011411696
A consensus has recently emerged that a number of variables in addition to the level, slope, and curvature of the term structure can help predict interest rates and excess bond returns. We demonstrate that the statistical tests that have been used to support this conclusion are subject to very...
Persistent link: https://www.econbiz.de/10011346306
Recent studies documented a sufficient forecasting performance of shadow-rate models in the low yields environment. Moreover, it has been shown that including the macro-variables into the shadow-rate models further improves the results. We build on these findings and evaluate for the U.S....
Persistent link: https://www.econbiz.de/10011659284
Theory predicts that the equilibrium real interest rate, r*t, and the perceived trend in inflation, ð*t, are key determinants of the term structure of interest rates. However, term structure analyses generally assume that these endpoints are constant. Instead, we show that allowing for time...
Persistent link: https://www.econbiz.de/10011688099