Real Time Detection of Structural Breaks in GARCH Models Staff Working Paper 2009-31 Zhongfang He, John M. Maheu A sequential Monte Carlo method for estimating GARCH models subject to an unknown number of structural breaks is proposed. Particle filtering techniques allow for fast and efficient updates of posterior quantities and forecasts in real time. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C11, C15, C2, C22, C5, C53
Futures Markets, Oil Prices and the Intertemporal Approach to the Current Account Staff Working Paper 2008-48 Elif Arbatli The intertemporal approach to the current account suggests modeling movements in the current account in a forward-looking, dynamic framework. In this framework, the current account reflects consumption smoothing of agents that lend and borrow from the rest of the world in the face of transitory shocks to income. Content Type(s): Staff research, Staff working papers Topic(s): Balance of payments and components JEL Code(s): C, C2, C22, F, F2, F21, F3, F32, G, G1, G13
Empirical Likelihood Block Bootstrapping Staff Working Paper 2008-18 Jason Allen, Allan Gregory, Katsumi Shimotsu Monte Carlo evidence has made it clear that asymptotic tests based on generalized method of moments (GMM) estimation have disappointing size. The problem is exacerbated when the moment conditions are serially correlated. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C14, C2, C22
Multilateral Adjustment and Exchange Rate Dynamics: The Case of Three Commodity Currencies Staff Working Paper 2007-41 Jeannine Bailliu, Ali Dib, Takashi Kano, Lawrence L. Schembri In this paper, we empirically investigate whether multilateral adjustment to large U.S. external imbalances can help explain movements in the bilateral exchange rates of three commodity currencies – the Australian, Canadian and New Zealand (ACNZ) dollars. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Exchange rates JEL Code(s): C, C1, C11, C2, C22, F, F3, F31, F32
Canadian City Housing Prices and Urban Market Segmentation Staff Working Paper 2006-49 Jason Allen, Robert Amano, David Byrne, Allan Gregory The authors provide a detailed empirical analysis of Canadian city housing prices. They examine the long-run relationship between city house prices in Canada from 1981 to 2005 as well as idiosyncratic relations between city prices and city-specific variables. Content Type(s): Staff research, Staff working papers Topic(s): Regional economic developments JEL Code(s): C, C2, C22, C3, C32, R, R2
Using Monthly Indicators to Predict Quarterly GDP Staff Working Paper 2006-26 Yi Zheng, James Rossiter The authors build a model for predicting current-quarter real gross domestic product (GDP) growth using anywhere from zero to three months of indicators from that quarter. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Economic models JEL Code(s): C, C2, C22, C5, C53
The Federal Reserve's Dual Mandate: A Time-Varying Monetary Policy Priority Index for the United States Staff Working Paper 2006-11 René Lalonde, Nicolas Parent In the United States, the Federal Reserve has a dual mandate of promoting stable inflation and maximum employment. Since the Fed directly controls only one instrument - the federal funds rate - the authors argue that the Fed's priorities continuously alternate between inflation and economic activity. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Monetary policy framework, Monetary policy implementation JEL Code(s): C, C2, C22, C5, C52, E, E5, E52
Prévision et analyse de la production manufacturière au Canada : comparaison de modèles linéaires et non linéaires Staff Working Paper 2004-40 Frédérick Demers In this paper, the author describes reduced-form linear and non-linear econometric models developed to forecast and analyze quarterly data on output growth in the Canadian manufacturing sector from 1981 to 2003. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C2, C22, C5, C53
Structural Change and Forecasting Long-Run Energy Prices Staff Working Paper 2004-5 Jean-Thomas Bernard, Lynda Khalaf, Maral Kichian The authors test the statistical significance of Pindyck's (1999) suggested class of econometric equations that model the behaviour of long-run real energy prices. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C2, C22, C5, C52, C53, Q, Q4, Q40
Exact Tests of Equal Forecast Accuracy with an Application to the Term Structure of Interest Rates Staff Working Paper 2004-2 Richard Luger The author proposes a class of exact tests of the null hypothesis of exchangeable forecast errors and, hence, of the hypothesis of no difference in the unconditional accuracy of two competing forecasts. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C12, C2, C22, C5, C52, C53