Estimating DSGE-Model-Consistent Trends for Use in Forecasting Staff Working Paper 2009-35 Jean-Philippe Cayen, Marc-André Gosselin, Sharon Kozicki The workhorse DSGE model used for monetary policy evaluation is designed to capture business cycle fluctuations in an optimization-based format. It is commonplace to log-linearize models and express them with variables in deviation-from-steady-state format. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E5, E52
Simulations du ratio du service de la dette des consommateurs en utilisant des données micro Staff Working Paper 2009-18 Ramdane Djoudad The author constructs a formal analytic framework to simulate the impact of various economic shocks on the household debt-service ratio, using data from the Canadian Financial Monitor (CFM) survey. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial stability JEL Code(s): C, C1, C15, C3, C31, D, D1, D14, E, E5, E51
Estimation and Inference by the Method of Projection Minimum Distance Staff Working Paper 2007-56 Òscar Jordà, Sharon Kozicki A covariance-stationary vector of variables has a Wold representation whose coefficients can be semi-parametrically estimated by local projections (Jordà, 2005). Substituting the Wold representations for variables in model expressions generates restrictions that can be used by the method of minimum distance to estimate model parameters. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C3, C32, C5, C53, E, E4, E47
Tracking Canadian Trend Productivity: A Dynamic Factor Model with Markov Switching Staff Discussion Paper 2007-12 Michael Dolega The author attempts to track Canadian labour productivity over the past four decades using a multivariate dynamic factor model that, in addition to the labour productivity series, includes aggregate compensation and consumption information. Productivity is assumed to switch between two regimes (the high-growth state and the low-growth state) with different trend growth rates according to […] Content Type(s): Staff research, Staff discussion papers Research Topic(s): Productivity JEL Code(s): C, C3, C32, O, O4, O5, O51
The Canadian Business Cycle: A Comparison of Models Staff Working Paper 2007-38 Frédérick Demers, Ryan Macdonald This paper examines the ability of linear and nonlinear models to replicate features of real Canadian GDP. We evaluate the models using various business-cycle metrics. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E37
Multivariate Realized Stock Market Volatility Staff Working Paper 2007-20 Gregory Bauer, Keith Vorkink We present a new matrix-logarithm model of the realized covariance matrix of stock returns. The model uses latent factors which are functions of both lagged volatility and returns. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C3, C32, C5, C53, G, G1, G14
Evaluating Forecasts from Factor Models for Canadian GDP Growth and Core Inflation Staff Working Paper 2007-8 Frédérick Demers, Calista Cheung This paper evaluates the performance of static and dynamic factor models for forecasting Canadian real output growth and core inflation on a quarterly basis. We extract the common component from a large number of macroeconomic indicators, and use the estimates to compute out-of-sample forecasts under a recursive and a rolling scheme with different window sizes. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E37
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 Research Topic(s): Regional economic developments JEL Code(s): C, C2, C22, C3, C32, R, R2
Short-Run and Long-Run Causality between Monetary Policy Variables and Stock Prices Staff Working Paper 2006-39 Jean-Marie Dufour, David Tessier The authors examine simultaneously the causal links connecting monetary policy variables, real activity, and stock returns. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary and financial indicators JEL Code(s): C, C1, C12, C15, C3, C32, C5, C51, C53, E, E5, E52
Are Canadian Banks Efficient? A Canada–U.S. Comparison Staff Working Paper 2006-33 Jason Allen, Walter Engert, Ying Liu The authors compare the efficiency of Canada's largest banks with U.S. commercial banks over the past 20 years. Efficiency is measured in three ways. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions JEL Code(s): C, C3, C33, D, D2, D24, G, G2, G21