Variance Premium, Downside Risk and Expected Stock Returns Staff Working Paper 2017-58 Bruno Feunou, Ricardo Lopez Aliouchkin, Roméo Tedongap, Lai Xi We decompose total variance into its bad and good components and measure the premia associated with their fluctuations using stock and option data from a large cross-section of firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Financial markets JEL Code(s): G, G1, G12
Firm Heterogeneity, Technological Adoption, and Urbanization: Theory and Measurement Staff Working Paper 2017-27 Alex Chernoff This paper develops a model of firm heterogeneity, technological adoption, and urbanization. In the model, welfare is measured by household real income, and urbanization is measured by population density. I use the model to derive statistics that measure the effect of a new technology on productivity, welfare, and urbanization. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Productivity, Regional economic developments JEL Code(s): N, N6, N61, O, O1, O14, R, R1, R13
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 Research Topic(s): Foreign reserves management JEL Code(s): G, G1, G11
Let’s Get Physical: Impacts of Climate Change Physical Risks on Provincial Employment Staff Working Paper 2024-32 Thibaut Duprey, Soojin Jo, Geneviève Vallée We analyze 40 years’ worth of natural disasters using a local projection framework to assess their impact on provincial labour markets in Canada. We find that disasters decrease hours worked within a week and lower wage growth in the medium run. Our study highlights that disasters affect vulnerable workers through the income channel. Content Type(s): Staff research, Staff working papers Research Topic(s): Climate change, Labour markets, Regional economic developments JEL Code(s): C, C3, C33, E, E2, E24, J, J3, Q, Q5, Q54
Climate Variability and International Trade Staff Working Paper 2023-8 Geoffrey R. Dunbar, Walter Steingress, Ben Tomlin This paper quantifies the impact of hurricanes on seaborne international trade to the United States. Matching the timing of hurricane–trade route intersections with monthly U.S. port-level trade data, we isolate the unanticipated effects of a hurricane hitting a trade route using two separate identification schemes: an event study and a local projection. Content Type(s): Staff research, Staff working papers Research Topic(s): Climate change, International topics JEL Code(s): C, C2, C22, C5, F, F1, F14, F18, Q, Q5, Q54
High-Frequency Trading and Institutional Trading Costs Staff Working Paper 2018-8 Marie Chen, Corey Garriott Using data on Canadian bond futures, we examine how high-frequency traders (HFTs) interact with institutions building large positions. In contrast to recent findings, we find HFTs in the data act as small-sized liquidity suppliers, and we reject the hypothesis that they engage in back running, a predatory trading strategy. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial system regulation and policies, Market structure and pricing JEL Code(s): G, G1, G14, G2, G20, L, L1, L10
Measuring Potential Output at the Bank of Canada: The Extended Multivariate Filter and the Integrated Framework Staff Discussion Paper 2015-1 Lise Pichette, Pierre St-Amant, Ben Tomlin, Karine Anoma Estimating potential output and the output gap - the difference between actual output and its potential - is important for the proper conduct of monetary policy. However, the measurement and interpretation of potential output, and hence the output gap, is fraught with uncertainty, since it is unobservable. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Inflation and prices, Labour markets, Productivity JEL Code(s): E, E0, E3, E31, E5, E52
Credit, Asset Prices, and Financial Stress in Canada Staff Working Paper 2008-10 Miroslav Misina, Greg Tkacz Historical narratives typically associate financial crises with credit expansions and asset price misalignments. The question is whether some combination of measures of credit and asset prices can be used to predict these events. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Financial stability JEL Code(s): E, E5, G, G1, G10
A vision for IMF Surveillance Staff Working Paper 2007-37 Robert Lavigne, Philipp Maier, Eric Santor The ongoing review of the IMF, initiated in 2005 by Managing Director De Rato, presents an excellent opportunity to re-examine the role, functions and governance of the Fund. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability, International topics JEL Code(s): F, F3, F33
We Didn’t Start the Fire: Effects of a Natural Disaster on Consumers’ Financial Distress Staff Working Paper 2023-15 Anson T. Y. Ho, Kim Huynh, David T. Jacho-Chávez, Geneviève Vallée We use detailed consumer credit data to investigate the impact of the 2016 Fort McMurray wildfire, the costliest wildfire disaster in Canadian history, on consumers’ financial stress. We focus on the arrears of insured mortgages because of their important implications for financial institutions and insurers’ business risk and relevant management practices. Content Type(s): Staff research, Staff working papers Research Topic(s): Climate change, Credit and credit aggregates, Econometric and statistical methods, Financial stability JEL Code(s): C, C2, C21, D, D1, D12, G, G2, G21, Q, Q5, Q54