Testing Linear Factor Pricing Models with Large Cross-Sections: A Distribution-Free Approach Staff Working Paper 2010-36 Sermin Gungor, Richard Luger We develop a finite-sample procedure to test the beta-pricing representation of linear factor pricing models that is applicable even if the number of test assets is greater than the length of the time series. Our distribution-free framework leaves open the possibility of unknown forms of non-normalities, heteroskedasticity, time-varying correlations, and even outliers in the asset returns. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C12, C14, C3, C33, G, G1, G11, G12
Semi-Structural Models for Inflation Forecasting Staff Working Paper 2010-34 Maral Kichian, Rumler Fabio, Paul Corrigan We propose alternative single-equation semi-structural models for forecasting inflation in Canada, whereby structural New Keynesian models are combined with time-series features in the data. Several marginal cost measures are used, including one that in addition to unit labour cost also integrates relative price shocks known to play an important role in open-economies. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C1, C13, C5, C53, E, E3, E31
On Fiscal Multipliers: Estimates from a Medium Scale DSGE Model Staff Working Paper 2010-30 Sarah Zubairy This paper contributes to the debate on fiscal multipliers, in the context of a structural model. I estimate a micro-founded dynamic stochastic general equilibrium model, that features a rich fiscal policy block and a transmission mechanism for government spending shocks, using Bayesian techniques for US data. Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Fiscal policy JEL Code(s): C, C1, C11, E, E3, E32, E6, E62, H, H3, H30
Understanding Systemic Risk: The Trade-Offs between Capital, Short-Term Funding and Liquid Asset Holdings Staff Working Paper 2010-29 Céline Gauthier, Zhongfang He, Moez Souissi We offer a multi-period systemic risk assessment framework with which to assess recent liquidity and capital regulatory requirement proposals in a holistic way. Content Type(s): Staff research, Staff working papers Topic(s): Financial stability, Financial system regulation and policies JEL Code(s): C, C1, C15, C8, C81, E, E4, E44, G, G0, G01, G2, G21
Estimating the Structure of the Payment Network in the LVTS: An Application of Estimating Communities in Network Data Staff Working Paper 2010-13 James Chapman, Nellie Zhang In the Canadian large value payment system an important goal is to understand how liquidity is transferred through the system and hence how efficient the system is in settling payments. Understanding the structure of the underlying network of relationships between participants in the payment system is a crucial step in achieving the goal. Content Type(s): Staff research, Staff working papers Topic(s): Financial stability, Payment clearing and settlement systems JEL Code(s): C, C1, C11, D, D8, D85, G, G2, G20
The Fisher BCPI: The Bank of Canada’s New Commodity Price Index Staff Discussion Paper 2010-6 Ilan Kolet, Ryan Macdonald The prices of commodities produced in Canada have important implications for the performance of the Canadian economy and the conduct of monetary policy. The authors explain an important change to the methodology used to construct the Bank of Canada commodity price index (BCPI). Content Type(s): Staff research, Staff discussion papers Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C1, E, E3
Macroprudential Regulation and Systemic Capital Requirements Staff Working Paper 2010-4 Céline Gauthier, Alfred Lehar, Moez Souissi In the aftermath of the financial crisis, there is interest in reforming bank regulation such that capital requirements are more closely linked to a bank's contribution to the overall risk of the financial system. In our paper we compare alternative mechanisms for allocating the overall risk of a banking system to its member banks. Content Type(s): Staff research, Staff working papers Topic(s): Financial stability JEL Code(s): C, C1, C15, C8, C81, E, E4, E44, G, G2, G21
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 yt given a conditional vector xt. Content Type(s): Staff research, Staff working papers 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 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 Topic(s): Econometric and statistical methods, Inflation and prices, Labour markets JEL Code(s): C, C1, C13, C5, C52, E, E3, E31