July 13, 2022 Monetary Policy Report – July 2022 The Canadian economy is now clearly in excess demand, and inflation is high and broadening. The Bank is projecting inflation to decline to about 3% by the end of 2023, and to return to the 2% target by the end of 2024. Content Type(s): Publications, Monetary Policy Report
Liquidity, Risk, and Return: Specifying an Objective Function for the Management of Foreign Reserves Staff Discussion Paper 2010-13 Yuliya Romanyuk An objective function is a key component of a strategic portfolio management model used to determine the optimal allocations of assets and, possibly, their associated liabilities over some investment horizon. Content Type(s): Staff research, Staff discussion papers Topic(s): Foreign reserves management JEL Code(s): G, G1, G11
Combining Large Numbers of Density Predictions with Bayesian Predictive Synthesis Staff Working Paper 2023-45 Tony Chernis I show how to combine large numbers of forecasts using several approaches within the framework of a Bayesian predictive synthesis. I find techniques that choose and combine a handful of forecasts, known as global-local shrinkage priors, perform best. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C11, C5, C52, C53, E, E3, E37
Survival Analysis of Bank Note Circulation: Fitness, Network Structure and Machine Learning Staff Working Paper 2020-33 Diego Rojas, Juan Estrada, Kim Huynh, David T. Jacho-Chávez Using the Bank of Canada's Currency Information Management Strategy, we analyze the network structure traced by a bank note’s travel in circulation and find that the denomination of the bank note is important in our potential understanding of the demand and use of cash. Content Type(s): Staff research, Staff working papers Topic(s): Bank notes, Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C52, C6, C65, C8, C81, E, E4, E42, E5, E51
How Do Mortgage Rate Resets Affect Consumer Spending and Debt Repayment? Evidence from Canadian Consumers Staff Working Paper 2020-18 Katya Kartashova, Xiaoqing Zhou We study the causal effect of mortgage rate changes on consumer spending, debt repayment and defaults during an expansionary and a contractionary monetary policy episode in Canada. We find asymmetric responses of consumer durable spending, deleveraging and defaults. These findings help us to understand household sector response to interest rate changes. Content Type(s): Staff research, Staff working papers Topic(s): Credit and credit aggregates, Interest rates, Monetary policy, Monetary policy transmission JEL Code(s): D, D1, D12, D14, E, E4, E43, E5, E52, G, G2, G21, R, R3, R31
Potential output and the neutral rate in Canada: 2022 reassessment Staff Analytical Note 2022-3 Guyllaume Faucher, Christopher Hajzler, Martin Kuncl, Dmitry Matveev, Youngmin Park, Temel Taskin We expect potential output growth to be lower in 2021 than anticipated in the April 2021 assessment. By 2025, growth is expected to reach 2.3%. We assess that the Canadian nominal neutral rate increased slightly to lie in the range of 2.00% to 3.00%. Content Type(s): Staff research, Staff analytical notes Topic(s): Economic models, Interest rates, Labour markets, Monetary policy, Potential output, Productivity JEL Code(s): E, E2, E3, E4, E5
Analysis of Asymmetric GARCH Volatility Models with Applications to Margin Measurement Staff Working Paper 2018-21 Elena Goldman, Xiangjin Shen We explore properties of asymmetric generalized autoregressive conditional heteroscedasticity (GARCH) models in the threshold GARCH (GTARCH) family and propose a more general Spline-GTARCH model, which captures high-frequency return volatility, low-frequency macroeconomic volatility as well as an asymmetric response to past negative news in both autoregressive conditional heteroscedasticity (ARCH) and GARCH terms. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C58, G, G1, G19, G2, G23, G28
The 2021–22 Surge in Inflation Staff Discussion Paper 2023-3 Oleksiy Kryvtsov, James (Jim) C. MacGee, Luis Uzeda The rise in inflation in 2021–22 sparked a growing literature and debate over the causes of the surge as well as the near- and medium-term path for inflation. This review offers three key messages. Content Type(s): Staff research, Staff discussion papers Topic(s): Inflation and prices, Inflation targets, Monetary policy JEL Code(s): E, E3, E31, E5, E52, E58
Forecasting the Price of Oil Staff Working Paper 2011-15 Ron Alquist, Lutz Kilian, Robert Vigfusson We address some of the key questions that arise in forecasting the price of crude oil. What do applied forecasters need to know about the choice of sample period and about the tradeoffs between alternative oil price series and model specifications? Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C53, Q, Q4, Q43, Q47
Bank Capital, Agency Costs, and Monetary Policy Staff Working Paper 2004-6 Césaire Meh, Kevin Moran Evidence suggests that banks, like firms, face financial frictions when raising funds. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Financial institutions, Monetary policy transmission JEL Code(s): E, E4, E44, E5, E52, G, G2, G21