Analysis of Asymmetric GARCH Volatility Models with Applications to Margin Measurement Staff Working Paper 2018-21 Elena Goldman, Xiangjin Shen We explore properties of asymmetric generalized autoregressive conditional heteroscedasticity (GARCH) models in the threshold GARCH (GTARCH) family and propose a more general Spline-GTARCH model, which captures high-frequency return volatility, low-frequency macroeconomic volatility as well as an asymmetric response to past negative news in both autoregressive conditional heteroscedasticity (ARCH) and GARCH terms. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C58, G, G1, G19, G2, G23, G28
Household Heterogeneity and the Performance of Monetary Policy Frameworks Staff Working Paper 2022-12 Edouard Djeutem, Mario He, Abeer Reza, Yang Zhang Consumption inequality and a low interest rate environment are two important trends in today’s economy. But the implications they may have—and how those implications interact—within different monetary policy frameworks are not well understood. We study the ranking of alternative frameworks that take these trends into account. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Monetary policy and uncertainty, Monetary policy framework, Monetary policy transmission JEL Code(s): D, D3, D31, D5, D52, E, E2, E21, E3, E31, E5, E52, E58
Consumer Interest Rates and Retail Mutual Fund Flows Staff Working Paper 2012-39 Jesus Sierra This paper documents a link between the real and financial sides of the economy. We find that retail equity mutual fund flows in Canada are negatively related to current and past changes in a component of the prime and 5-year mortgage rates that is uncorrelated with government rates. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial services, Interest rates JEL Code(s): G, G2, G21, G23
Can Media and Text Analytics Provide Insights into Labour Market Conditions in China? Staff Working Paper 2018-12 Jeannine Bailliu, Xinfen Han, Mark Kruger, Yu-Hsien Liu, Sri Thanabalasingam The official Chinese labour market indicators have been seen as problematic, given their small cyclical movement and their only-partial capture of the labour force. In our paper, we build a monthly Chinese labour market conditions index (LMCI) using text analytics applied to mainland Chinese-language newspapers over the period from 2003 to 2017. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics, Labour markets JEL Code(s): C, C3, C38, C5, C55, E, E2, E24, E27
The Bank of Canada's New Quarterly Projection Model, Part 3. The Dynamic Model: QPM Technical Report No. 75 Donald Coletti, Benjamin Hunt, David Rose, Robert Tetlow The Bank of Canada's new Quarterly Projection Model, QPM, combines the short-term dynamic properties necessary to support regular economic projections with the consistent behavioural structure necessary for policy analysis. Content Type(s): Staff research, Technical reports Research Topic(s): Economic models JEL Code(s): C, C5, C53, E, E1, E17
April 8, 2009 Price-Level Targeting and Stabilization Policy: A Review Bank of Canada Review - Spring 2009 Steve Ambler This article reviews arguments in the literature for and against price-level targeting, focusing on its costs and benefits compared with inflation targeting. Benefits of price-level targeting include the effect on forward-looking inflation expectations; the ability to substitute for commitment by a central bank to its future policies; lessening forecast errors; better economic performance in response to real shocks because of lower wage indexation; and a reduction in the problem of the zero lower bound on nominal interest rates. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation and prices, Inflation: costs and benefits, Monetary policy framework
Endogenously Segmented Asset Market in an Inventory Theoretic Model of Money Demand Staff Working Paper 2007-46 Jonathan Chiu This paper studies the effects of monetary policy in an inventory theoretic model of money demand. In this model, agents keep inventories of money, despite the fact that money is dominated in rate of return by interest bearing assets, because they must pay a fixed cost to transfer funds between the asset market and the goods market. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy framework, Monetary policy transmission JEL Code(s): E, E3, E31, E4, E41, E5, E50
February 23, 2012 Medium-Term Fluctuations in Canadian House Prices Bank of Canada Review - Winter 2011-2012 Brian Peterson, Yi Zheng This article draws on theory and empirical evidence to examine a number of factors behind movements in Canadian house prices. It begins with an overview of the movements in house prices in Canada, using regional data to highlight factors that influence prices over the long run. It then turns to the central theme, that there are medium-run movements in prices not accounted for by long-run factors. Drawing on recent Bank of Canada research, the article discusses several factors behind these medium-run movements, including interest rates, expected price appreciation and market liquidity. The article concludes by identifying areas for future research that would further our understanding of fluctuations in house prices. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Asset pricing, Econometric and statistical methods, Market structure and pricing JEL Code(s): R, R2, R21, R3, R31
Unsecured Debt, Consumer Bankruptcy, and Small Business Staff Working Paper 2008-5 Césaire Meh, Yaz Terajima In this paper we develop a quantitative model of entrepreneurial activity (risk-taking) and consumer bankruptcy choices and use the model to study the effects of bankruptcy regulations on entrepreneurial activity, bankruptcy rate and welfare. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial stability, Financial system regulation and policies JEL Code(s): D, D3, D31, E, E2, E21, J, J2, J23
Entrepreneurship, Inequality, and Taxation Staff Working Paper 2002-14 Césaire Meh This paper confirms the conjecture that the evaluation of tax policy leads to very different conclusions once the role of entrepreneurs is considered. Contrary to previous literature, the author finds that switching from a progressive to a proportional income tax system has a negligible effect on wealth inequality in the United States. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Fiscal policy JEL Code(s): D, D3, D31, E, E6, E62, H, H2, H20, H23