C1 - Econometric and Statistical Methods and Methodology: General

• A Consistent Test for Multivariate Conditional Distributions

  Staff Working Paper 2009-34 Fuchun Li, Greg Tkacz

  We propose a new test for a multivariate parametric conditional distribution of a vector of variables y_t given a conditional vector x_t.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C12, C2, C22

• 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 Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C11, C15, C2, C22, C5, C53

• Structural Inflation Models with Real Wage Rigidities: The Case of Canada

  Staff Working Paper 2009-21 Jean-Marie Dufour, Lynda Khalaf, Maral Kichian

  Real wage rigidities have recently been proposed as a way of building intrinsic persistence in inflation within the context of New Keynesian Phillips Curves. Using two recent illustrative structural models, we evaluate empirically the importance of real wage rigidities in the data and the extent to which such models provide useful information regarding price stickiness.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices, Labour markets JEL Code(s): C, C1, C13, C5, C52, E, E3, E31

• 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

• Testing for Financial Contagion with Applications to the Canadian Banking System

  Staff Working Paper 2009-14 Fuchun Li

  The author proposes a new test for financial contagion based on a non-parametric measure of the cross-market correlation. The test does not depend on the assumption that the data are drawn from a given probability distribution; therefore, it allows for maximal flexibility in fitting into the data.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Econometric and statistical methods, Financial stability JEL Code(s): C, C1, C12, G, G0, G01, G1, G15

• Assessing Indexation-Based Calvo Inflation Models

  Staff Working Paper 2009-7 Jean-Marie Dufour, Lynda Khalaf, Maral Kichian

  Using identification-robust methods, the authors estimate and evaluate for Canada and the United States various classes of inflation equations based on generalized structural Calvo-type models. The models allow for different forms of frictions and vary in their assumptions regarding the type of price indexation adopted by firms.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C1, C13, C5, C52, E, E3, E31

• Which Bank is the "Central" Bank? An Application of Markov Theory to the Canadian Large Value Transfer System

  Staff Working Paper 2008-42 Morten Bech, James Chapman, Rodney J. Garratt

  We use a method similar to Google's PageRank procedure to rank banks in the Canadian Large Value Transfer System (LVTS). Along the way we obtain estimates of the payment processing speeds for the individual banks.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Payment clearing and settlement systems JEL Code(s): C, C1, C11, E, E5, E50, G, G2, G20

• Combining Canadian Interest-Rate Forecasts

  Staff Working Paper 2008-34 David Bolder, Yuliya Romanyuk

  Model risk is a constant danger for financial economists using interest-rate forecasts for the purposes of monetary policy analysis, portfolio allocations, or risk-management decisions. Use of multiple models does not necessarily solve the problem as it greatly increases the work required and still leaves the question "which model forecast should one use?"

  Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Interest rates JEL Code(s): C, C1, C11, E, E4, E43, E47

• Non-Linearities, Model Uncertainty, and Macro Stress Testing

  Staff Working Paper 2008-30 Miroslav Misina, David Tessier

  A distinguishing feature of macro stress testing exercises is the use of macroeconomic models in scenario design and implementation. It is widely agreed that scenarios should be based on "rare but plausible" events that have either resulted in vulnerabilities in the past or could do so in the future.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability JEL Code(s): C, C1, C15, G, G2, G21, G3, G33

• 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 Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C14, C2, C22