GAUSS™ Programs for the Estimation of State-Space Models with ARCH Errors: A User's Guide Staff Working Paper 2000-2 Maral Kichian State-space models have long been popular in explaining the evolution of various economic variables. This is mainly because they generally have more economic content than do others in their class of parsimonious models (for example, VARs). Yet, in spite of their advantages, use of these models until recently was limited by the assumption that all […] Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C3, C32, C8, C82, C87, C89
The Economics of Cryptocurrencies—Bitcoin and Beyond Staff Working Paper 2019-40 Jonathan Chiu, Thorsten Koeppl Since the creation of Bitcoin in 2009, over 2,000 cryptocurrencies have been issued. We evaluate how well a cryptocurrency functions as a payment system. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Monetary policy, Payment clearing and settlement systems JEL Code(s): E, E4, E5, L, L5
Price-Level Targeting and Inflation Expectations: Experimental Evidence Staff Working Paper 2011-18 Robert Amano, Jim Engle-Warnick, Malik Shukayev In this paper, we use an economics decision-making experiment to test a key assumption underpinning the efficacy of price-level targeting relative to inflation targeting for business cycle stabilization and mitigating the effects of the zero lower bound on nominal interest rates. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy framework JEL Code(s): E, E3, E32, E5, E52
The Optimum Quantity of Central Bank Reserves Staff Working Paper 2025-15 Jonathan Witmer This paper analyzes the optimal quantity of central bank reserves in an economy where reserves and other financial assets provide liquidity benefits. Using a static model, I derive a constrained Friedman rule that characterizes the socially optimal level of reserves, demonstrating that this quantity is neither necessarily large nor small but depends on the marginal benefits of reserves relative to alternative safe assets. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial markets, Financial system regulation and policies, Monetary policy implementation JEL Code(s): E, E4, E41, E42, E5, E58, G, G2, G21, G28
December 8, 1994 Some macroeconomic implications of rising levels of government debt Bank of Canada Review - Winter 1994-1995 Tiff Macklem The level of government debt in Canada relative to gross domestic product has risen steadily since the mid-1970s. Canada has not been alone in experiencing rising government indebtedness, but in comparison to other countries, Canada's debt load is now distinctly on the high side. The author reviews some of the effects of rising government debt levels on macroeconomic performance and provides some calculations aimed at illustrating their possible long-run impact on the Canadian economy. His analysis, which is based on a model of the Canadian economy used at the Bank of Canada, suggests that higher levels of government debt reduce both the level of output and the share of output that is available for domestic consumption. The central policy implication is that there are substantial benefits to halting the rise in government debt and thus preventing further erosion of consumption opportunities. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Fiscal policy, Recent economic and financial developments
The Macroeconomic Effects of Debt Relief Policies During Recessions Staff Working Paper 2023-48 Soyoung Lee A large-scale reduction in mortgage principal can strengthen a recovery, support house prices and lower foreclosures. The nature of the intervention shapes its impact, which rests on how resources are redistributed across households. The availability of bankruptcy on unsecured debt changes the response to large-scale mortgage relief by reducing precautionary savings. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Debt management, Housing JEL Code(s): E, E2, E21, E3, E32, E6
Simple Monetary Policy Rules in an Open-Economy, Limited-Participation Model Staff Working Paper 2003-38 Scott Hendry, Wai-Ming Ho, Kevin Moran The authors assess the stabilization properties of simple monetary policy rules within the context of a small open-economy model constructed around the limited-participation assumption and calibrated to salient features of the Canadian economy. By relying on limited participation as the main nominal friction that affects the artificial economy, the authors provide an important check of the robustness of the results obtained using alternative environments in the literature on monetary policy rules, most notably the now-standard "New Keynesian" paradigm that emphasizes rigidities in the price-setting mechanism. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy framework, Monetary policy transmission JEL Code(s): E, E4, E44, E5, E52, E58, F, F3, F31
Monetary Policy Implementation and Payment System Modernization Staff Working Paper 2020-26 Jonathan Witmer Canada plans to adopt a retail payment system to allow Canadians to pay in real time (or near real time) 24 hours a day, 7 days a week. However, the traditional model for setting the overnight interest rate does not operate 24/7. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy implementation, Payment clearing and settlement systems JEL Code(s): E, E4, E40, E42, E43
Risk, Entropy, and the Transformation of Distributions Staff Working Paper 2002-11 Mark Reesor, Don McLeish The exponential family, relative entropy, and distortion are methods of transforming probability distributions. We establish a link between those methods, focusing on the relation between relative entropy and distortion. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets, Market structure and pricing JEL Code(s): C, C0, C1, D, D8, G, G0
Competition for Exclusivity and Customer Lock-in: Evidence from Copyright Enforcement in China Staff Working Paper 2023-43 Youming Liu This paper studies the music streaming industry and argues that having exclusive rights granted by copyright law drives firms to offer exclusive content to lock in customers. I employ theoretical and descriptive empirical analysis, along with a dynamic structural model, to support the argument and explore policies for improving competition. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Firm dynamics, Market structure and pricing JEL Code(s): L, L1, L13, L4, L42, L5, L51