Evaluating Forecasts from Factor Models for Canadian GDP Growth and Core Inflation Staff Working Paper 2007-8 Frédérick Demers, Calista Cheung This paper evaluates the performance of static and dynamic factor models for forecasting Canadian real output growth and core inflation on a quarterly basis. We extract the common component from a large number of macroeconomic indicators, and use the estimates to compute out-of-sample forecasts under a recursive and a rolling scheme with different window sizes. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E37
Price Stickiness, Inflation, and Output Dynamics: A Cross-Country Analysis Staff Working Paper 2000-12 Hashmat Khan The sticky-price model of aggregate fluctuations implies that countries with high trend inflation rates should exhibit less-persistent output fluctuations than countries with low trend inflation. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles JEL Code(s): E, E3, E31, E32
Survey-Based Estimates of the Term Structure of Expected U.S. Inflation Staff Working Paper 2006-46 Sharon Kozicki, P. A. Tinsley Surveys provide direct information on expectations, but only short histories are available at quarterly frequencies or for long-horizon expectations. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Inflation targets, Monetary policy and uncertainty JEL Code(s): E, E3, E5
On the Value of Virtual Currencies Staff Working Paper 2016-42 Wilko Bolt, Maarten van Oordt This paper develops an economic framework to analyze the exchange rate of virtual currency. Three components are important: first, the current use of virtual currency to make payments; second, the decision of forward-looking investors to buy virtual currency (thereby effectively regulating its supply); and third, the elements that jointly drive future consumer adoption and merchant acceptance of virtual currency. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Digital currencies and fintech, Exchange rates JEL Code(s): E, E4, E42, E5, E51, F, F3, F31, G, G1
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
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
Noisy Monetary Policy Staff Working Paper 2018-23 Tatjana Dahlhaus, Luca Gambetti We introduce limited information in monetary policy. Agents receive signals from the central bank revealing new information (“news") about the future evolution of the policy rate before changes in the rate actually take place. However, the signal is disturbed by noise. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Financial markets, Monetary policy implementation, Monetary policy transmission JEL Code(s): C, C1, C18, C3, C32, E, E0, E02, E4, E43, E5, E52
How do Canadians perceive access to cash? Staff Analytical Note 2024-24 Heng Chen, Daneal O’Habib, Hongyu Xiao This paper introduces a subjective measure of cash accessibility in Canada, complementing existing distance-based metrics developed by Chen, O’Habib and Xiao (2023). Analyzing data from the 2023 Methods-of-Payment Survey, this study explores how Canadians perceive their ease of accessing cash from automated banking machines (ABMs) and financial institution branches. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Bank notes, Financial services, Regional economic developments JEL Code(s): J, J1, J15, O, O1, R, R5, R51
March 22, 2018 Financial Stability: Taking Care of Unfinished Business Remarks Carolyn A. Wilkins Rotman School of Management conference Toronto, Ontario Senior Deputy Governor Carolyn A. Wilkins discusses three areas in which work remains to be done to improve financial stability. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Credit and credit aggregates, Digital currencies and fintech, Financial stability, Financial system regulation and policies, Monetary policy framework, Recent economic and financial developments
Measuring Systemic Importance of Financial Institutions: An Extreme Value Theory Approach Staff Working Paper 2011-19 Toni Gravelle, Fuchun Li In this paper, we define a financial institution’s contribution to financial systemic risk as the increase in financial systemic risk conditional on the crash of the financial institution. The higher the contribution is, the more systemically important is the institution for the system. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial institutions, Financial stability, Financial system regulation and policies JEL Code(s): C, C1, C14, C5, C58, G, G2, G21, G3, G32