Relative Prices, Trading Gains, and Real GDI: The Case of Canada Staff Discussion Paper 2009-4 Yi Zheng Treating imports as intermediate inputs to domestic production, the author adopts the translog function approach to model real gross domestic income (GDI) in Canada over the 1961–2006 period. She explores the role of price ratios, such as terms of trade and the real effective exchange rate, in explaining changes in real GDI, trade openness, trade […] Content Type(s): Staff research, Staff discussion papers Research Topic(s): Econometric and statistical methods, Productivity JEL Code(s): C, C4, C43, D, D3, D33, F, F1, F10, O, O4, O47
Machine learning for economics research: when, what and how Staff Analytical Note 2023-16 Ajit Desai This article reviews selected papers that use machine learning for economics research and policy analysis. Our review highlights when machine learning is used in economics, the commonly preferred models and how those models are used. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Econometric and statistical methods, Economic models JEL Code(s): A, A1, A10, B, B2, B23, C, C4, C45, C5, C55
When Lower Risk Increases Profit: Competition and Control of a Central Counterparty Staff Working Paper 2012-35 Jean-Sébastien Fontaine, Héctor Pérez Saiz, Joshua Slive We model the behavior of dealers in Over-the-Counter (OTC) derivatives markets where a small number of dealers trade with a continuum of heterogeneous clients (hedgers). Imperfect competition and (endogenous) default induce a familiar trade-off between competition and risk. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial stability, Financial system regulation and policies JEL Code(s): G, G1, G10, G18
Addressing Household Indebtedness: Monetary, Fiscal or Macroprudential Policy? Staff Working Paper 2014-58 Sami Alpanda, Sarah Zubairy In this paper, we build a dynamic stochastic general-equilibrium model with housing and household debt, and compare the effectiveness of monetary policy, housing-related fiscal policy, and macroprudential regulations in reducing household indebtedness. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial system regulation and policies, Housing, Monetary policy transmission JEL Code(s): E, E5, E52, E6, E62, R, R3, R38
On the Amplification Role of Collateral Constraints Staff Working Paper 2008-23 Caterina Mendicino Following the seminal contribution of Kiyotaki and Moore (1997), the role of collateral constraints for business cycle fluctuations has been highlighted by several authors and collateralized debt is becoming a popular feature of business cycle models. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates JEL Code(s): E, E2, E20, E3, E32
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
Assembling a Real-Financial Micro-Dataset for Canadian Households Staff Working Paper 2010-6 Umar Faruqui The lack of consolidated Canadian micro data on household balance sheets and expenditures has been an important impediment to empirical research into real-financial linkages in the Canadian household sector. Our paper attempts to fill this data gap by merging household balance sheet data from the Canadian Financial Monitor survey with household expenditure data from the Survey of Household Spending. Content Type(s): Staff research, Staff working papers Research Topic(s): Sectoral balance sheet JEL Code(s): C, C8, C81, D, D1, D10
Price-Level versus Inflation Targeting in a Small Open Economy Staff Working Paper 2001-24 Gabriel Srour This paper compares two types of monetary policy: price-level targeting and inflation targeting. It reviews recent arguments that favour price-level targeting, and examines how certain factors, such as the nature of the shocks affecting the economy and the degree to which agents are forward-looking, bear upon the arguments. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy framework JEL Code(s): E, E5, E52
Securitization under Asymmetric Information over the Business Cycle Staff Working Paper 2015-9 Martin Kuncl This paper studies the efficiency of financial intermediation through securitization in a model with heterogeneous investment projects and asymmetric information about the quality of securitized assets. I show that when retaining part of the risk, the issuer of securitized assets may credibly signal its quality. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Economic models, Financial markets, Financial stability, Financial system regulation and policies JEL Code(s): E, E3, E32, E4, E44, G, G0, G01, G2, G20
Measurement of the Output Gap: A Discussion of Recent Research at the Bank of Canada Technical Report No. 79 Pierre St-Amant, Simon van Norden In this paper, we discuss some methodologies for estimating potential output and the output gap that have recently been studied at the Bank of Canada. The assumptions and econometric techniques used by the different methodologies are discussed in turn, and applications to Canadian data are presented. Content Type(s): Staff research, Technical reports Research Topic(s): Potential output JEL Code(s): D, D2, D24