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
The (Un)Demand for Money in Canada Staff Working Paper 2018-20 Casey Jones, Geoffrey R. Dunbar A novel dataset from the Bank of Canada is used to estimate the deposit functions for banknotes in Canada for three denominations: $1,000, $100 and $50. The broad flavour of the empirical findings is that denominations are different monies, and the structural estimates identify the underlying sources of the non-neutrality. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Econometric and statistical methods JEL Code(s): C, C3, C31, C36, E, E4, E41
The Political Impact of Immigration: Evidence from the United States Staff Working Paper 2018-19 Anna Maria Mayda, Giovanni Peri, Walter Steingress In this paper we study the impact of immigration to the United States on the vote for the Republican Party by analyzing county-level data on election outcomes between 1990 and 2010. Our main contribution is to separate the effect of high-skilled and low-skilled immigrants, by exploiting the different geography and timing of the inflows of these two groups of immigrants. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics, Labour markets JEL Code(s): F, F2, F22, J, J6, J61
The Share of Systematic Variations in the Canadian Dollar—Part III Staff Analytical Note 2018-13 Guillaume Nolin, James Kyeong, Jean-Sébastien Fontaine We draw a parallel between the dramatic increases of systematic variations in exchange rates and international bank lending. We find that when a country’s currency has a larger share of systematic variations, lending flows by international banks to that country become more sensitive to global lending - they also become more systematic. This parallel is particularly prevalent for large commodity exporters, including Canada. Global financial intermediation may open a new channel between the real economy and exchange rates. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Exchange rates JEL Code(s): F, F3, F31
Customer Liquidity Provision in Canadian Bond Markets Staff Analytical Note 2018-12 Corey Garriott, Jesse Johal This analytical note assesses the prevalence of liquidity provision by institutional investors in Canadian bonds. We find that the practice is not prevalent in Canada. Customer liquidity provision is more prevalent for less liquid bonds, on days when liquidity is already expensive or when there are larger trading volumes. In our interpretation, Canadian dealers draw on customer liquidity as a supplementary source of liquidity and only when necessary, given its cost. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Financial institutions, Financial markets, Financial system regulation and policies, Market structure and pricing, Recent economic and financial developments JEL Code(s): G, G1, G14, G2, G20, L, L1
Housing Price Network Effects from Public Transit Investment: Evidence from Vancouver Staff Working Paper 2018-18 Alex Chernoff, Andrea Craig In this paper, we estimate the effect on housing prices of the expansion of the Vancouver SkyTrain rapid transit network during the period 2001–11. We extend the canonical residential sorting equilibrium framework to include commuting time in the household utility function. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Economic models, Housing JEL Code(s): H, H4, H41, R, R2, R21, R4, R41
How to Manage Macroeconomic and Financial Stability Risks: A New Framework Staff Analytical Note 2018-11 Alexander Ueberfeldt, Thibaut Duprey Financial system vulnerabilities increase the downside risk to future GDP growth. Macroprudential tightening significantly reduces financial stability risks associated with vulnerabilities. Monetary policy faces a trade-off between financial stability and macroeconomic risks. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Economic models, Financial stability, Financial system regulation and policies, Interest rates, Monetary policy, Monetary policy framework JEL Code(s): E, E4, E44, E5, E52, E58, G, G0, G01
April 30, 2018 Research Update - April 2018 This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website. Content Type(s): Staff research, Research newsletters
A Policy Framework for E-Money: A Report on Bank of Canada Research Staff Discussion Paper 2018-5 Mohammad Davoodalhosseini, Francisco Rivadeneyra We present a policy framework for electronic money and payments. The framework poses a set of positive questions related to the areas of responsibility of central banks: payments systems, monetary policy and financial stability. The questions are posed to four broad forms of e-money: privately or publicly issued, and with centralized or decentralized verification of transactions. This framework is intended to help evaluate the trade-offs that central banks face in the decision to issue new forms of e-money. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Digital currencies and fintech, Monetary policy, Payment clearing and settlement systems JEL Code(s): E, E4, E41, E5, E51, E52, E58
Potential Output in Canada: 2018 Reassessment Staff Analytical Note 2018-10 Andrew Agopsowicz, Dany Brouillette, Bassirou Gueye, Julien McDonald-Guimond, Jeffrey Mollins, Youngmin Park This note summarizes the reassessment of potential output, conducted by the Bank of Canada for the April 2018 Monetary Policy Report. Overall, the profile for potential output growth is expected to remain flat at 1.8 per cent between 2018 and 2020 and 1.9 per cent in 2021. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Labour markets, Potential output, Productivity JEL Code(s): E, E0, E00, E2, E22, E23, E24, E3, E37, E6