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
Should Banks Be Worried About Dividend Restrictions? Staff Working Paper 2023-49 Josef Schroth A regulator would want to restrict dividends to force banks to rebuild capital during a crisis. But such a policy is not time-consistent. A time-consistent policy would let banks gradually rebuild capital and pay dividends even when their equity remains below pre-crisis levels. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Credit risk management, Financial stability, Financial system regulation and policies, Lender of last resort JEL Code(s): E, E1, E13, E3, E32, E4, E44
Credit Conditions, Inflation, and Unemployment Staff Working Paper 2025-26 Chao Gu, Janet Hua Jiang, Liang Wang We identify two channels that affect the relationship between inflation and unemployment. First, inflation lowers wages because unemployed suffer more from inflation than employed, generating a positive relationship. Second, inflation increases firms’ financing costs, generating a negative relationship. Improvements in firm financing conditions can induce the relationship to switch signs. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Inflation and prices, Labour markets JEL Code(s): E, E2, E24, E3, E31, E4, E44, E5, E51
International Equity Flows and Returns: A Quantitative Equilibrium Approach Staff Working Paper 2004-42 Rui Albuquerque, Martin Schneider, Gregory Bauer The authors model trading by foreign and domestic investors in developed-country equity markets. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, International topics, Market structure and pricing JEL Code(s): F, F3, F30, G, G1, G12, G14, G15
A Behavioral New Keynesian Model of a Small Open Economy Under Limited Foresight Staff Working Paper 2023-44 Seunghoon Na, Yinxi Xie This paper studies exchange rate dynamics by incorporating bounded rationality, that is, limited foresight, in a small open-economy model. This behavior of limited foresight helps explain several observations and puzzles in the data of exchange rate movements. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Exchange rates, International topics, Monetary policy transmission JEL Code(s): E, E4, E43, E7, E70, F, F3, F31, F4, F41
Selection of the Truncation Lag in Structural VARs (or VECMs) with Long-Run Restrictions Staff Working Paper 1995-9 Alain DeSerres, Alain Guay authors examine the issue of lag-length selection in the context of a structural vector autoregression (VAR) and a vector error-correction model with long-run restrictions. First, they show that imposing long-run restrictions implies, in general, a moving-average (MA) component in the stationary multivariate representation. Then they examine the sensitivity of estimates of the permanent and transitory […] Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods
Inference in Games Without Nash Equilibrium: An Application to Restaurants’ Competition in Opening Hours Staff Working Paper 2018-60 Erhao Xie This paper relaxes the Bayesian Nash equilibrium (BNE) assumption commonly imposed in empirical discrete choice games with incomplete information. Instead of assuming that players have unbiased/correct expectations, my model treats a player’s belief about the behavior of other players as an unrestricted unknown function. I study the joint identification of belief and payoff functions. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Market structure and pricing JEL Code(s): C, C5, C57, L, L1, L13, L8, L85
Volatility and Liquidity Costs Staff Working Paper 2013-29 Selma Chaker Observed high-frequency prices are contaminated with liquidity costs or market microstructure noise. Using such data, we derive a new asset return variance estimator inspired by the market microstructure literature to explicitly model the noise and remove it from observed returns before estimating their variance. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets, Market structure and pricing JEL Code(s): C, C1, C14, C5, C51, C58, G, G2, G20
Aggregate Fluctuations and the Role of Trade Credit Staff Working Paper 2017-37 Lin Shao In an economy where production takes place in multiple stages and is subject to financial frictions, how firms finance intermediate inputs matters for aggregate outcomes. This paper focuses on trade credit—the lending and borrowing of input goods between firms—and quantifies its aggregate impacts during the Great Recession. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Firm dynamics JEL Code(s): E, E3, E32, E4, E44, E5, E51
Persistent Debt and Business Cycles in an Economy with Production Heterogeneity Staff Working Paper 2023-17 Aubhik Khan, Soyoung Lee We examine the role of debt in amplifying and propagating recessions. Firms’ debt adjustment makes recessions deeper but makes expansions gradual. In particular, when the aggregate business leverage is ten percentage points above average, the half-life of the recovery doubles. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Firm dynamics, Productivity JEL Code(s): E, E2, E23, E3, E30, E32