Estimating Systematic Risk Under Extremely Adverse Market Conditions Staff Working Paper 2016-22 Maarten van Oordt, Chen Zhou This paper considers the problem of estimating a linear model between two heavy-tailed variables if the explanatory variable has an extremely low (or high) value. We propose an estimator for the model coefficient by exploiting the tail dependence between the two variables and prove its asymptotic properties. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C14, G, G0, G01
Housing Market Cycles and Duration Dependence in the United States and Canada Staff Working Paper 2007-2 Rose Cunningham, Ilan Kolet Housing wealth is a large component of total wealth and plays an important role in aggregate business cycles. In this paper, we explore data on real house price cycles at the aggregate level and city level for the United States and Canada. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C4, C41, E, E3, E32, R, R2, R21
Corporate investment and monetary policy transmission in Canada Staff Analytical Note 2020-26 Min Jae Kim, Jonathan Witmer Unexpected changes in interest rates lead small firms to materially change their investment rate. Large firms, in contrast, show a smaller response. This suggests both that financial conditions are an important channel for transmitting monetary policy and that firm characteristics can help us better understand fluctuations in business investment. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Firm dynamics, Monetary policy, Monetary policy transmission JEL Code(s): D, D2, D22, D9, D92, G, G3, G31, G32
Measures of Aggregate Credit Conditions and Their Potential Use by Central Banks Staff Discussion Paper 2009-12 Alejandro García, Andrei Prokopiw Understanding the nature of credit risk has important implications for financial stability. Since authorities – notably, central banks – focus on risks that have systemic implications, it is crucial to develop ways to measure these risks. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Credit and credit aggregates, Financial markets, Financial stability JEL Code(s): G, G1, G10, G12, G13
High-Frequency Trading Competition Staff Working Paper 2014-19 Jonathan Brogaard, Corey Garriott, Anna Pomeranets We analyze trading dynamics as successive high-frequency trading (HFT) firms begin to trade stocks in an equity market. Entrants compete with incumbents for volume, and there is crowding out. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Market structure and pricing JEL Code(s): G, G1, G14, G2, G20, L, L1
The ‘Celtic Crisis’: Guarantees, Transparency and Systemic Liquidity Risk Staff Working Paper 2013-31 Philipp König, Kartik Anand, Frank Heinemann Bank liability guarantee schemes have traditionally been viewed as costless measures to shore up investor confidence and prevent bank runs. However, as the experiences of some European countries, most notably Ireland, have demonstrated, the credibility and effectiveness of these guarantees are crucially intertwined with the sovereign’s funding risks. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability, Financial system regulation and policies JEL Code(s): D, D8, D89, G, G0, G01, G2, G28
Nowcasting Canadian Economic Activity in an Uncertain Environment Staff Discussion Paper 2018-9 Tony Chernis, Rodrigo Sekkel This paper studies short-term forecasting of Canadian real GDP and its expenditure components using combinations of nowcasts from different models. Starting with a medium-sized data set, we use a suite of common nowcasting tools for quarterly real GDP and its expenditure components. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C53, E, E3, E37, E5, E52
April 7, 2009 Price-Level Uncertainty, Price-Level Targeting, and Nominal Debt Contracts Bank of Canada Review - Spring 2009 Allan Crawford, Césaire Meh, Yaz Terajima Many central banks around the world have embraced inflation targeting as a monetary policy framework. Interest is growing, however, in price-level targeting as an alternative. The choice of frameworks has important consequences for financial contracts, most of which are not fully indexed to the price level. Changes in the price level therefore lead to changes in the real value of contracts. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation targets, Inflation: costs and benefits, Monetary policy framework
A Structural VAR Approach to the Intertemporal Model of the Current Account Staff Working Paper 2003-42 Takashi Kano The intertemporal current account approach predicts that the current account of a small open economy is independent of global shocks, and that responses of the current account to country-specific shocks depend on the persistence of the shocks. The author shows that these predictions impose cross-equation restrictions (CERS) on a structural vector autoregression (SVAR). Content Type(s): Staff research, Staff working papers Research Topic(s): Balance of payments and components, Monetary aggregates JEL Code(s): F, F3, F32, F4, F41
The Impact of a Trade War: Assessment of the Current Tariffs and Alternative Scenarios Staff Analytical Note 2019-20 Karyne B. Charbonneau This note uses Charbonneau and Landry’s (2018) framework to assess the direct impact of the current trade tensions on the Canadian and global economies, as well as possible implications if the conflict escalates further. Overall, my findings show that the estimated impact of current tariffs on real gross domestic product (GDP) remains relatively small, which is in line with the literature on gains from trade, but the impact on trade is much larger. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Recent economic and financial developments, Trade integration JEL Code(s): F, F1, F11, F13, F14, F15, F5, F50, F6, F62, F68