Constructing structural VAR models with conditional independence graphs
In this paper graphical modelling is used to select a sparse structure for a multivariate time series model of New Zealand interest rates. In particular, we consider a recursive structural vector autoregressions that can subsequently be described parsimoniously by a directed acyclic graph, which could be given a causal interpretation. A comparison between competing models is then made by considering likelihood and economic theory.
Volume (Year): 79 (2009)
Issue (Month): 9 ()
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- Bruneau, C. & Jondeau, E., 1998.
"Long-Run Causality, with an Application to International Links Between Long-Term Interest Rates,"
53, Banque de France.
- Bruneau, Catherine & Jondeau, Eric, 1999. " Long-Run Causality, with an Application to International Links between Long-Term Interest Rates," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(4), pages 545-68, November.
- C. Bruneau & E. Jondeau, 1997. "Long-run causality, with an application to international links between long-term interest rates," THEMA Working Papers 97-26, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
- Saghaian, Sayed H. & Hasan, Mohamad F. & Reed, Michael R., 2002.
"Overshooting of Agricultural Prices in Four Asian Economies,"
Journal of Agricultural and Applied Economics,
Cambridge University Press, vol. 34(01), pages 95-109, April.
- Saghaian, Sayed H. & Hasan, Mohamad F. & Reed, Michael R., 2002. "Overshooting Of Agricultural Prices In Four Asian Economies," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 34(01), April.
- Bagliano, Fabio-Cesare & Favero, Carlo A., 1997.
"Measuring Monetary Policy with VAR Models: An Evaluation,"
CEPR Discussion Papers
1743, C.E.P.R. Discussion Papers.
- Bagliano, Fabio C. & Favero, Carlo A., 1998. "Measuring monetary policy with VAR models: An evaluation," European Economic Review, Elsevier, vol. 42(6), pages 1069-1112, June.
- Fabio C. Bagliano & Carlo A. Favero, . "Measuring Monetary Policy with VAR Models: an Evaluation," Working Papers 132, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- M. Camarero & J. Ordonez & C. R. Tamarit, 2002. "Monetary transmission in Spain: a structural cointegrated VAR approach," Applied Economics, Taylor & Francis Journals, vol. 34(17), pages 2201-2212.
- Angelo Melino, 1986.
"The Term Structure of Interest Rates: Evidence and Theory,"
NBER Working Papers
1828, National Bureau of Economic Research, Inc.
- Melino, Angelo, 1988. " The Term Structure of Interest Rates: Evidence and Theory," Journal of Economic Surveys, Wiley Blackwell, vol. 2(4), pages 335-66.
- Bessler, David A. & Fuller, Stephen W., 2000. "Railroad wheat transportation markets in the central plains: modeling with error correction and directed graphs," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 36(1), pages 21-39, March.
- Granville Tunnicliffe Wilson & Marco Reale, 2008. "The sampling properties of conditional independence graphs for I(1) structural VAR models," Journal of Time Series Analysis, Wiley Blackwell, vol. 29(5), pages 802-810, 09.
- Cuthbertson, Keith, 1996. "The Expectations Hypothesis of the Term Structure: The UK Interbank Market," Economic Journal, Royal Economic Society, vol. 106(436), pages 578-92, May.
- Tom Engsted & Ken Nyholm, 2000. "Regime shifts in the Danish term structure of interest rates," Empirical Economics, Springer, vol. 25(1), pages 1-13.
- David Archer & Andy Brookes & Michael Reddell, 1999. "A cash rate system for implementing monetary policy," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 62, March.
- Steffen L. Lauritzen & Thomas S. Richardson, 2002. "Chain graph models and their causal interpretations," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 64(3), pages 321-348.
- Drakos, Konstantinos, 2003. "The term structure of deviations from the interest parity," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 13(1), pages 57-67, February.
- David A. Bessler & Seongpyo Lee, 2002. "Money and prices: U.S. Data 1869-1914 (A study with directed graphs)," Empirical Economics, Springer, vol. 27(3), pages 427-446.
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