Time-Varying Crash Risk: The Role of Stock Market Liquidity Staff Working Paper 2016-35 Peter Christoffersen, Bruno Feunou, Yoontae Jeon, Chayawat Ornthanalai We estimate a continuous-time model with stochastic volatility and dynamic crash probability for the S&P 500 index and find that market illiquidity dominates other factors in explaining the stock market crash risk. While the crash probability is time-varying, its dynamic depends only weakly on return variance once we include market illiquidity as an economic variable in the model. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods, Financial stability JEL Code(s): G, G0, G01, G1, G12
Sheltered Income: Estimating Income Under-Reporting in Canada, 1998 and 2004 Staff Working Paper 2015-22 Geoffrey R. Dunbar, Chunling Fu We use data from the Survey of Financial Security and the Survey of Household Spending to estimate the incidence and extent of income under-reporting in Canada in 1998 and 2004. We estimate that the proportion of households under-reporting income is roughly 35 to 50 per cent in both years. Content Type(s): Staff research, Staff working papers Research Topic(s): Domestic demand and components JEL Code(s): H, H2, H26, I, I3, I32, K, K4, K42
A Stochastic Volatility Model with Conditional Skewness Staff Working Paper 2011-20 Bruno Feunou, Roméo Tedongap We develop a discrete-time affine stochastic volatility model with time-varying conditional skewness (SVS). Importantly, we disentangle the dynamics of conditional volatility and conditional skewness in a coherent way. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods JEL Code(s): C, C1, C5, G, G1, G12
What Consistent Responses on Future Inflation by Consumers Can Reveal Staff Discussion Paper 2023-7 Sarah Miller, Patrick Sabourin We analyze factors that may explain consistent answers to questions about inflation expectations in the Canadian Survey of Consumer Expectations. We also compare the inflation forecasts of consumers with consistent responses with those of professional forecasters. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Inflation and prices JEL Code(s): D, D8, D80, D84, E, E3, E31
Is This Normal? The Cost of Assuming that Derivatives Have Normal Returns Staff Working Paper 2024-46 Radoslav Raykov Derivatives exchanges often determine collateral requirements, which are fundamental to market safety, with dated risk models assuming normal returns. However, derivatives returns are heavy-tailed, which leads to the systematic under-collection of collateral (margin). This paper uses extreme value theory (EVT) to evaluate the cost of this margin inadequacy to market participants in the event of default. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability JEL Code(s): G, G1, G10, G11, G2, G20
Testing the Stability of the Canadian Phillips Curve Using Exact Methods Staff Working Paper 2003-7 Lynda Khalaf, Maral Kichian Postulating two different specifications for the Canadian Phillips curve (a purely backwardlooking model, and a partly backward-, partly forward-looking model), the authors test for structural breaks in the parameters of the equation. In each case, they account for the possibilities that: (i) breaks can be discrete, or continuous, and (ii) available data samples may be too small to justify using asymptotically valid structural-change tests. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C15, C5, C52, E, E3, E31, E37
What People Believe About Monetary Finance and What We Can(’t) Do About It: Evidence from a Large-Scale, Multi-Country Survey Experiment Staff Working Paper 2023-36 Cars Hommes, Julien Pinter, Isabelle Salle We conduct a large-scale survey to shed light on what people believe about public finance. An experiment demonstrates that central bank communication can persistently shift views on monetary financing. It further suggests that views on monetary financing impact support for fiscal discipline. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Fiscal policy, Monetary policy JEL Code(s): C, C8, C83, E, E5, E58, E6, E60, E62, E7, E70, G, G5, G53, H, H3, H31
Survey of Price-Setting Behaviour of Canadian Companies Staff Working Paper 2006-35 David Amirault, Carolyn Kwan, Gordon Wilkinson In many mainstream macroeconomic models, sticky prices play an important role in explaining the effects of monetary policy on the economy. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Monetary policy transmission JEL Code(s): D, D4, D40, E, E3, E30, L, L1, L11
Exact Non-Parametric Tests for a Random Walk with Unknown Drift under Conditional Heteroscedasticity Staff Working Paper 2001-2 Richard Luger This paper proposes a class of linear signed rank statistics to test for a random walk with unknown drift in the presence of arbitrary forms of conditional heteroscedasticity. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C12, C2, C22
Family Values: Ownership Structure, Performance and Capital Structure of Canadian Firms Staff Working Paper 2007-40 Michael R. King, Eric Santor This study examines how family ownership affects the performance and capital structure of 613 Canadian firms using a panel dataset from 1998 to 2005. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, International topics JEL Code(s): G, G1, G12, G15