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
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
Total factor productivity growth projection for Canada: A sectoral approach Staff Analytical Note 2024-12 Dany Brouillette, Tessa Devakos, Raven Wheesk We propose a tool that decomposes TFP growth into sectoral contributions. The analysis incorporates three structural factors—digitalization, aging and climate change policies—and measures their contributions. Overall, we expect that aggregate TFP growth will slow down in the 2020s below both its historical average and the average from the 2010s. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Climate change, Digitalization, Labour markets, Productivity JEL Code(s): D, D2, D24, J, J1, J11, O, O3, O33, Q, Q5, Q54
Convergence in a Stochastic Dynamic Heckscher-Ohlin Model Staff Working Paper 2006-23 Partha Chatterjee, Malik Shukayev The authors characterize the equilibrium for a small economy in a dynamic Heckscher-Ohlin model with uncertainty. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): F, F4, F43, O, O4, O41
Do Oil Price Increases Cause Higher Food Prices? Staff Working Paper 2013-52 Christiane Baumeister, Lutz Kilian U.S. retail food price increases in recent years may seem large in nominal terms, but after adjusting for inflation have been quite modest even after the change in U.S. biofuel policies in 2006. In contrast, increases in the real prices of corn, soybeans, wheat and rice received by U.S. farmers have been more substantial and can be linked in part to increases in the real price of oil. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, International topics JEL Code(s): E, E3, E31, Q, Q1, Q11, Q4, Q42, Q43
Testing Uncovered Interest Parity: A Continuous-Time Approach Staff Working Paper 2007-53 Antonio Diez de los Rios, Enrique Sentana Nowadays researchers can choose the sampling frequency of exchange rates and interest rates. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Exchange rates JEL Code(s): F, F3, F31, G, G1, G15
Canadian Bitcoin Ownership in 2023: Key Takeaways Staff Discussion Paper 2025-4 Daniela Balutel, Marie-Hélène Felt, Doina Rusu The Bitcoin Omnibus Survey is an important tool for monitoring Canadians’ awareness and ownership of bitcoin and other cryptoassets over time. In this paper, we present data highlights from the 2023 survey. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C8, C81, E, E4, O, O5, O51
Understanding Monetary Policy and its Effects: Evidence from Canadian Firms Using the Business Outlook Survey Staff Working Paper 2017-24 Matthieu Verstraete, Lena Suchanek This paper shows (i) that business sentiment, as captured by survey data, matters for monetary policy decisions in Canada, and (ii) how business perspectives are affected by monetary policy shocks. Measures of business sentiment (soft data) are shown to have systematic explanatory power for monetary policy decisions over and above typical Taylor rule variables. Content Type(s): Staff research, Staff working papers Research Topic(s): Firm dynamics, Interest rates, Monetary policy transmission JEL Code(s): D, D2, D22, E, E4, E44, E5, E52
The Relative Benefits and Risks of Stablecoins as a Means of Payment: A Case Study Perspective Staff Discussion Paper 2022-21 Annetta Ho, Sriram Darbha, Yuliya Gorelkina, Alejandro García Our paper contributes to the discussion about the utility of stablecoins for retail payments through an objective, evidence-based approach that compares stablecoins with traditional retail payment methods. The paper also provides insights that could be useful in the design of central bank digital currencies. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Digital currencies and fintech, Payment clearing and settlement systems JEL Code(s): D, D7, D78, O, O3, O38
Has the Inclusion of Forward-Looking Statements in Monetary Policy Communications Made the Bank of Canada More Transparent? Staff Discussion Paper 2010-15 Christine Fay, Toni Gravelle To investigate the extent to which the transparency of the Bank of Canada's monetary policy has improved, the authors examine empirically – over the period 30 October 2000 to 31 May 2007 – the reaction of Canadian financial markets to official Bank communications, and in particular their reaction to the recent inclusion of forward-looking policy-rate guidance in these communications. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Interest rates, Monetary policy communications, Monetary policy transmission JEL Code(s): E, E5, E52, E58