A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables:
This paper describes the joint dynamics of bond yields and macroeconomic variables in a Vector Autoregression, where identifying restrictions are based on the absence of arbitrage. Using a term structure model with inflation and economic growth factors, we investigate how macro variables affect bond...
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Hauptverfasser: | , |
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Cambridge, Mass.
National Bureau of Economic Research
2001
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Schriftenreihe: | NBER working paper series
8363 |
Schlagworte: | |
Online-Zugang: | Volltext |
Zusammenfassung: | This paper describes the joint dynamics of bond yields and macroeconomic variables in a Vector Autoregression, where identifying restrictions are based on the absence of arbitrage. Using a term structure model with inflation and economic growth factors, we investigate how macro variables affect bond prices and the dynamics of the yield curve. The setup accommodates higher order autoregressive lags for the macro factors. The macro variables are augmented by traditional unobserved term structure factors. We find that the forecasting performance of a VAR improves when no-arbitrage restrictions are imposed. Models that incorporate macro factors forecast better than traditional term structure models with only unobservable factors. Variance decompositions show that macro factors explain up to 85% of the variation in bond yields. Macro factors primarily explain movements at the short end and middle of the yield curve while unobservable factors still account for most of the movement at the long end of the yield curve. |
Beschreibung: | 49 S. graph. Darst. |
Internformat
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490 | 1 | |a NBER working paper series |v 8363 | |
520 | |a This paper describes the joint dynamics of bond yields and macroeconomic variables in a Vector Autoregression, where identifying restrictions are based on the absence of arbitrage. Using a term structure model with inflation and economic growth factors, we investigate how macro variables affect bond prices and the dynamics of the yield curve. The setup accommodates higher order autoregressive lags for the macro factors. The macro variables are augmented by traditional unobserved term structure factors. We find that the forecasting performance of a VAR improves when no-arbitrage restrictions are imposed. Models that incorporate macro factors forecast better than traditional term structure models with only unobservable factors. Variance decompositions show that macro factors explain up to 85% of the variation in bond yields. Macro factors primarily explain movements at the short end and middle of the yield curve while unobservable factors still account for most of the movement at the long end of the yield curve. | ||
650 | 4 | |a Yield curve - Econometric models | |
650 | 4 | |a Ökonometrisches Modell | |
650 | 4 | |a Autoregression (Statistics) | |
650 | 4 | |a Bonds |x Prices |x Econometric models | |
650 | 4 | |a Latent variables | |
650 | 4 | |a Vector analysis | |
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Datensatz im Suchindex
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author | Ang, Andrew Piazzesi, Monika |
author_GND | (DE-588)124420907 |
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ctrlnum | (OCoLC)47260724 (DE-599)BVBBV013863664 |
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format | Book |
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id | DE-604.BV013863664 |
illustrated | Illustrated |
indexdate | 2024-07-09T18:53:22Z |
institution | BVB |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009482763 |
oclc_num | 47260724 |
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physical | 49 S. graph. Darst. |
publishDate | 2001 |
publishDateSearch | 2001 |
publishDateSort | 2001 |
publisher | National Bureau of Economic Research |
record_format | marc |
series | NBER working paper series |
series2 | NBER working paper series |
spelling | Ang, Andrew Verfasser (DE-588)124420907 aut A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables Andrew Ang ; Monika Piazzesi Cambridge, Mass. National Bureau of Economic Research 2001 49 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier NBER working paper series 8363 This paper describes the joint dynamics of bond yields and macroeconomic variables in a Vector Autoregression, where identifying restrictions are based on the absence of arbitrage. Using a term structure model with inflation and economic growth factors, we investigate how macro variables affect bond prices and the dynamics of the yield curve. The setup accommodates higher order autoregressive lags for the macro factors. The macro variables are augmented by traditional unobserved term structure factors. We find that the forecasting performance of a VAR improves when no-arbitrage restrictions are imposed. Models that incorporate macro factors forecast better than traditional term structure models with only unobservable factors. Variance decompositions show that macro factors explain up to 85% of the variation in bond yields. Macro factors primarily explain movements at the short end and middle of the yield curve while unobservable factors still account for most of the movement at the long end of the yield curve. Yield curve - Econometric models Ökonometrisches Modell Autoregression (Statistics) Bonds Prices Econometric models Latent variables Vector analysis Piazzesi, Monika Verfasser aut Erscheint auch als Online-Ausgabe NBER working paper series 8363 (DE-604)BV002801238 8363 http://papers.nber.org/papers/w8363.pdf kostenfrei Volltext |
spellingShingle | Ang, Andrew Piazzesi, Monika A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables NBER working paper series Yield curve - Econometric models Ökonometrisches Modell Autoregression (Statistics) Bonds Prices Econometric models Latent variables Vector analysis |
title | A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables |
title_auth | A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables |
title_exact_search | A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables |
title_full | A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables Andrew Ang ; Monika Piazzesi |
title_fullStr | A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables Andrew Ang ; Monika Piazzesi |
title_full_unstemmed | A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables Andrew Ang ; Monika Piazzesi |
title_short | A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables |
title_sort | a no arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables |
topic | Yield curve - Econometric models Ökonometrisches Modell Autoregression (Statistics) Bonds Prices Econometric models Latent variables Vector analysis |
topic_facet | Yield curve - Econometric models Ökonometrisches Modell Autoregression (Statistics) Bonds Prices Econometric models Latent variables Vector analysis |
url | http://papers.nber.org/papers/w8363.pdf |
volume_link | (DE-604)BV002801238 |
work_keys_str_mv | AT angandrew anoarbitragevectorautoregressionoftermstructuredynamicswithmacroeconomicandlatentvariables AT piazzesimonika anoarbitragevectorautoregressionoftermstructuredynamicswithmacroeconomicandlatentvariables |