Composite Likelihood Estimation of an Autoregressive Panel Probit Model with Random Effects Staff Working Paper 2019-16 Kerem Tuzcuoglu Modeling and estimating persistent discrete data can be challenging. In this paper, we use an autoregressive panel probit model where the autocorrelation in the discrete variable is driven by the autocorrelation in the latent variable. In such a non-linear model, the autocorrelation in an unobserved variable results in an intractable likelihood containing high-dimensional integrals. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit risk management, Econometric and statistical methods, Economic models JEL Code(s): C, C2, C23, C25, C5, C58, G, G2, G24
Y a-t-il eu surinvestissement au Canada durant la seconde moitié des années 1990? Staff Working Paper 2005-5 Sylvain Martel This study on overinvestment differs from the existing literature in that investment in machinery and equipment is modelled as a structural vector autoregression with identification achieved by imposing long-run restrictions, as in Blanchard and Quah (1989). Content Type(s): Staff research, Staff working papers Research Topic(s): Domestic demand and components JEL Code(s): C, C3, C32, E, E3, E37, F, F4, F47
Tractable Term Structure Models Staff Working Paper 2015-46 Bruno Feunou, Jean-Sébastien Fontaine, Anh Le, Christian Lundblad We introduce a new framework that facilitates term structure modeling with both positive interest rates and flexible time-series dynamics but that is also tractable, meaning amenable to quick and robust estimation. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Interest rates, International financial markets, International topics, Monetary policy and uncertainty, Monetary policy transmission JEL Code(s): G, G1, G12
Macroeconomic Predictions Using Payments Data and Machine Learning Staff Working Paper 2022-10 James Chapman, Ajit Desai We demonstrate the usefulness of payment systems data and machine learning models for macroeconomic predictions and provide a set of econometric tools to overcome associated challenges. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
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
May 5, 2015 Liquid Markets for a Solid Economy Remarks Carolyn A. Wilkins Chambre de commerce du Montréal métropolitain Montréal, Quebec Senior Deputy Governor Wilkins discusses funding and market liquidity, and announces consultations on the Bank’s market operations and emergency lending frameworks. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Asset pricing, Financial institutions, Financial markets, Financial stability, Financial system regulation and policies, Lender of last resort
Market Structure and the Diffusion of E-Commerce: Evidence from the Retail Banking Industry Staff Working Paper 2008-32 Jason Allen, Robert Clark, Jean-François Houde This paper studies the role that market structure plays in affecting the diffusion of electronic banking. Electronic banking (and electronic commerce more generally) reduces the cost of performing many types of transactions for firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Market structure and pricing JEL Code(s): D, D1, D14, D4, G, G2, G21, L, L1
Inflation Targeting and Price-Level-Path Targeting in the GEM: Some Open Economy Considerations Staff Working Paper 2008-6 Donald Coletti, René Lalonde, Dirk Muir This paper compares the performance of simple inflation targeting (IT) and price-level path targeting (PLPT) rules to stabilize the macroeconomy, in response to a series of shocks, similar to those seen in Canada and the United States over the 1983 to 2004 period. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Inflation and prices, Inflation: costs and benefits, Monetary policy framework JEL Code(s): C, C5, C51, C52, E, E1, E17, E3, E31, E5, E52
Sample Calibration of the Online CFM Survey Technical Report No. 118 Marie-Hélène Felt, David Laferrière The Canadian Financial Monitor (CFM) survey uses non-probability sampling for data collection, so selection bias is likely. We outline methods for obtaining survey weights and discuss the conditions necessary for these weights to eliminate selection bias. We obtain calibration weights for the 2018 and 2019 online CFM samples. Content Type(s): Staff research, Technical reports Research Topic(s): Econometric and statistical methods JEL Code(s): C, C8, C81, C83
The Bank of Canada's New Quarterly Projection Model, Part 1. The Steady-State Model: SSQPM Technical Report No. 72 Richard Black, Douglas Laxton, David Rose, Robert Tetlow This report is the first documenting the Bank of Canada's new model of the Canadian economy, the Quarterly Projection Model (QPM). QPM is used at the Bank of Canada for both economic projections and policy analysis. Here the authors focus on the model's long-run properties, describing SSQPM, a model of the steady state of QPM […] Content Type(s): Staff research, Technical reports Research Topic(s): Economic models JEL Code(s): C, C5, C51, E, E1, E13