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
Familiarity with Crypto and Financial Concepts: Cryptoasset Owners, Non-Owners, and Gender Differences Staff Working Paper 2024-48 Daniela Balutel, Walter Engert, Christopher Henry, Kim Huynh, Doina Rusu, Marcel Voia Measuring cryptoasset knowledge alongside financial knowledge enhances our understanding of individuals' decisions to purchase cryptoassets. This paper uses microdata from the Bank of Canada’s Bitcoin Omnibus Survey to examine gender differences and the interrelationship between crypto and financial knowledge through an empirical joint analysis. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C8, C81, D, D1, D14, D9, D91, G, G5, G53, O, O5, O51
The Effect of Exchange Rate Movements on Heterogeneous Plants: A Quantile Regression Analysis Staff Working Paper 2010-25 Ben Tomlin, Loretta Fung In this paper, we examine how the effect of movements in the real exchange rate on manufacturing plants depends on the plant's placement within the productivity distribution. Appreciations of the local currency expose domestic plants to more competition from abroad as export opportunities shrink and import competition intensifies. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Market structure and pricing, Productivity JEL Code(s): D, D2, D21, F, F1, L, L1, L16, L6, L60
Determinants of Borrowing Limits on Credit Cards Staff Working Paper 2005-7 Shubhasis Dey, Gene Mumy The difference between actual borrowings and borrowing limits alone generates information asymmetry in the credit card market. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Market structure and pricing JEL Code(s): C, C3, D, D4, D8, D82
Does the Buck Stop Here? A Comparison of Withdrawals from Money Market Mutual Funds with Floating and Constant Share Prices Staff Working Paper 2012-25 Jonathan Witmer Recent reform proposals call for an elimination of the constant net asset value (NAV) or “buck” in money market mutual funds to reduce the occurrence of runs. Outside the United States, there are several countries that have money market mutual funds with and without constant NAVs. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial stability, Market structure and pricing JEL Code(s): F, F3, F30, G, G0, G01, G1, G18, G2, G20
The Impact of Retail Payment Innovations on Cash Usage Staff Working Paper 2012-14 Ben Fung, Kim Huynh, Leonard Sabetti Many predict that innovations in retail payment may render cash obsolete. We investigate this possibility in the context of recent payment innovations such as contactless-credit and stored-value cards. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial services, Payment clearing and settlement systems JEL Code(s): C, C3, C35, C8, C83, E, E4, E41
November 18, 2010 Trends in Issuance: Underlying Factors and Implications Bank of Canada Review - Autumn 2010 Jonathan Witmer Trends in debt issuance have changed significantly over the past decade, both prior to the financial crisis and subsequently. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial markets, Financial system regulation and policies
Bond Funds and Fixed-Income Market Liquidity: A Stress-Testing Approach Technical Report No. 115 Rohan Arora, Guillaume Bédard-Pagé, Guillaume Ouellet Leblanc, Ryan Shotlander This report provides a detailed technical description of a stress test model for investment funds called Ceto. Content Type(s): Staff research, Technical reports Research Topic(s): Economic models, Financial institutions, Financial markets, Financial stability JEL Code(s): G, G1, G12, G14, G2, G20, G23
Nowcasting the Global Economy Staff Discussion Paper 2010-12 James Rossiter Forecasts of global economic activity and inflation are important inputs when conducting monetary policy in small open economies such as Canada. As part of the Bank of Canada's broad agenda to augment its short-term forecasting tools, the author constructs simple mixed-frequency forecasting equations for quarterly global output, imports, and inflation using the monthly global Purchasing Managers Index (PMI). Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, International topics JEL Code(s): E, E3, E37, F, F4, F47
Global Demand and Supply Sentiment: Evidence from Earnings Calls Staff Working Paper 2023-37 Temel Taskin, Franz Ulrich Ruch This paper quantifies global demand, supply and uncertainty shocks and compares two major global recessions: the 2008–09 Great Recession and the COVID-19 pandemic. We use two alternate approaches to decompose economic shocks: text mining techniques on earnings calls transcripts and a structural Bayesian vector autoregression model. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Coronavirus disease (COVID-19), Econometric and statistical methods, Inflation and prices, International topics JEL Code(s): C, C1, C11, C3, C32, E, E3, E32, G, G1, G10