Entrepreneurial Incentives and the Role of Initial Coin Offerings Staff Working Paper 2019-18 Rodney J. Garratt, Maarten van Oordt Initial coin offerings (ICOs) are a new mode of financing start-ups that saw an explosion in popularity in 2017 but declined in popularity in the second half of 2018 as regulatory pressure, instances of fraud and reports of poor performance began to undermine their reputation. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Exchange rates JEL Code(s): G, G3, G32
A Distant-Early-Warning Model of Inflation Based on M1 Disequilibria Staff Working Paper 1996-5 Joseph Atta-Mensah, Walter Engert, Scott Hendry, Jamie Armour A vector error-correction model (VECM) that forecasts inflation between the current quarter and eight quarters ahead is found to provide significant leading information about inflation. The model focusses on the effects of deviations of M1 from its long-run demand but also includes, among other things, the influence of the exchange rate, a simple measure of the output gap and past prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Monetary aggregates, Monetary policy transmission JEL Code(s): E, E3, E37, E5, E52
Forecasting with Many Models: Model Confidence Sets and Forecast Combination Staff Working Paper 2013-11 Jon D. Samuels, Rodrigo Sekkel A longstanding finding in the forecasting literature is that averaging forecasts from different models often improves upon forecasts based on a single model, with equal weight averaging working particularly well. This paper analyzes the effects of trimming the set of models prior to averaging. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C53
The Anatomy of Sentiment-Driven Fluctuations Staff Working Paper 2021-33 Sushant Acharya, Jess Benhabib, Zhen Huo We show that changes in sentiment that aren’t related to fundamentals can drive persistent macroeconomic fluctuations even when all economic agents are rational. Changes in sentiment can also affect how fundamental shocks affect macroeconomic outcomes. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E2, E20, E3, E32, F, F4, F44
Examining the Trade-Off between Settlement Delay and Intraday Liquidity in Canada's LVTS: A Simulation Approach Staff Working Paper 2006-20 Neville Arjani The author explores a fundamental trade-off that occurs between settlement delay and intraday liquidity in the daily operation of large-value payment systems (LVPS), with specific application to Canada's Large Value Transfer System (LVTS). Content Type(s): Staff research, Staff working papers Research Topic(s): Payment clearing and settlement systems JEL Code(s): E, E4, E47, G, G2, G21
The Monetary Origins of Asymmetric Information in International Equity Markets Staff Working Paper 2004-47 Gregory Bauer, Clara Vega Existing studies using low-frequency data show that macroeconomic shocks contribute little to international stock market covariation. 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
Credit Conditions and Consumption, House Prices and Debt: What Makes Canada Different? Staff Working Paper 2015-40 John Muellbauer, Pierre St-Amant, David Williams There is widespread agreement that, in the United States, higher house prices raise consumption via collateral or possibly wealth effects. The presence of similar channels in Canada would have important implications for monetary policy transmission. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Domestic demand and components, Economic models, Financial institutions, Financial stability, Financial system regulation and policies, Housing, Monetary policy transmission JEL Code(s): E, E0, E02, E2, E21, E4, E44, G, G2, G21, R, R2, R21, R3, R31
Reforming the IMF: Lessons from Modern Central Banking Staff Discussion Paper 2008-6 Philipp Maier, Eric Santor The authors examine the institutional and governance framework of modern central banks to determine whether there are lessons that can be applied to the International Monetary Fund's (IMF's) institutional framework. Such a comparison is appealing for two reasons. First, both central banks and the IMF carry out tasks that can be described as "delegated responsibilities." […] Content Type(s): Staff research, Staff discussion papers Research Topic(s): International topics JEL Code(s): F, F3
September 18, 2008 Measuring Inflation: Methodology and Misconceptions Remarks John Murray Certified General Accountants of Ontario Toronto, Ontario These past few months have been busy for central bankers, to say the least, and the past few days are certainly no exception. While developments on Wall Street have garnered much attention, the cost of living has also been an issue for us all, whether we're buying gas at the pumps, booking an airline ticket, or just picking up a loaf of bread at the grocery store. Content Type(s): Press, Speeches and appearances, Remarks
Is anyone surprised? The high-frequency impact of US and domestic macroeconomic data announcements on Canadian asset prices Staff Analytical Note 2025-10 Blake DeBruin Martos, Rodrigo Sekkel, Henry Stern, Xu Zhang Using almost two decades of detailed high-frequency data, we show how Canadian interest rates, the CAD/USD spot exchange rate, and stock market returns react to both US and domestic macro announcements. We find that Canadian macroeconomic announcements invoke greater responses in short-term yields, whereas US macroeconomic announcements play an increasingly important role in the yield movements of longer-term assets. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Exchange rates, Financial markets JEL Code(s): G, G1, G14, G15