Understanding DeFi Through the Lens of a Production-Network Model Staff Working Paper 2023-42 Jonathan Chiu, Thorsten Koeppl, Hanna Yu, Shengxing Zhang We develop a production-network model to capture how decentralized finance (DeFi) has evolved across different sectors of financial services. The model allows us to measure the value added by different DeFi sectors and to study how the connections across the sectors influence token prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Payment clearing and settlement systems JEL Code(s): G, G2
Monetary Policy Transmission Through Shadow and Traditional Banks Staff Working Paper 2024-8 Amina Enkhbold I investigate how monetary policy transmits to mortgage rates via the mortgage market concentration channel for both traditional and shadow banks in the United States from 2009 to 2019. On average, shadow and traditional banks exhibit only a slight disparity in transmitting monetary shocks to mortgage rates. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Interest rates, Monetary policy transmission JEL Code(s): E, E4, E44, E5, E52, G, G2, G21
Seasonal Adjustment of Weekly Data Staff Discussion Paper 2024-17 Jeffrey Mollins, Rachit Lumb The industry standard for seasonally adjusting data, X-13ARIMA-SEATS, is not suitable for high-frequency data. We summarize and assess several of the most popular seasonal adjustment methods for weekly data given the increased availability and promise of non-traditional data at higher frequencies. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C4, C5, C52, C8, E, E0, E01, E2, E21
The Doug Purvis Memorial Lecture—Monetary/Fiscal Policy Mix and Financial Stability: The Medium Term Is Still the Message Staff Discussion Paper 2016-13 Stephen S. Poloz In the Doug Purvis Memorial Lecture, Governor Stephen S. Poloz shows how changing the mix of monetary and fiscal policies can yield the same outcomes for growth and inflation, but lead to different results for public sector and private sector debt levels, which can impact financial stability. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Financial stability, Fiscal policy, Monetary policy framework JEL Code(s): E, E3, E37, E5, E6, E63
November 13, 1997 Statistical measures of the trend rate of inflation Bank of Canada Review - Autumn 1997 Thérèse Laflèche As a guide for the conduct of monetary policy, most central banks make use of a trend inflation index similar to that employed by the Bank of Canada: the CPI excluding food, energy, and the effect of indirect taxes. In addition to their basic reference index, some central banks regularly publish statistical measures of the trend rate of inflation. The method used for producing these measures is, for the most part, based on the hypothesis that extreme price fluctuations generally reflect temporary shocks to the inflation rate, rather than its underlying trend. In this paper, the author offers a broad survey of studies on the measurement of trend inflation that have been published by the Bank of Canada and presents the results of the most recent work on the subject. Particular attention is paid to two statistical measures that the Bank follows more closely than other measures; namely, the CPIX, a price index that excludes eight of the most volatile CPI components, and CPIW, a measure that retains all the components of the overall index but gives a lower weighting to the most volatile. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation and prices
August 17, 2001 The Changing Effects of Energy-Price Shocks on Economic Activity and Inflation Bank of Canada Review - Summer 2001 Gerald Stuber In this article the author examines the effects that major changes in energy prices in recent years have had on inflation and on the pace of economic expansion. These are then compared with the effects of the oil-price shocks that occurred in the 1970s and early 1980s. Changes in the intensity of energy use are examined, as well as developments in Canada's merchandise trade surplus in energy commodities and products. The author also considers the effects that a monetary policy anchored to low and stable inflation could have on price-setting behaviour and thus on the pass-through of higher energy costs to core inflation in Canada and in other industrial countries. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Business fluctuations and cycles
Trading Dynamics with Adverse Selection and Search: Market Freeze, Intervention and Recovery Staff Working Paper 2011-30 Jonathan Chiu, Thorsten Koeppl We study the trading dynamics in an asset market where the quality of assets is private information of the owner and finding a counterparty takes time. When trading of a financial asset ceases in equilibrium as a response to an adverse shock to asset quality, a large player can resurrect the market by buying up lemons which involves assuming financial losses. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial stability JEL Code(s): E, E6, G, G1
The Propagation of Regional Shocks in Housing Markets: Evidence from Oil Price Shocks in Canada Staff Working Paper 2018-56 Lutz Kilian, Xiaoqing Zhou How do global oil price shocks spread through Canada’s economy? With Canada’s regionally diverse economy in mind, we explore the implications of oil price shocks for Canadian housing markets and regional economies. We show that the belief that oil price shocks only matter in oil-rich regions is false. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Housing, International topics, Labour markets, Regional economic developments JEL Code(s): F, F4, F43, Q, Q3, Q33, Q4, Q43, R, R1, R12, R3, R31
Speculative Behaviour, Regime-Switching and Stock Market Crashes Staff Working Paper 1996-13 Simon van Norden, Huntley Schaller This paper uses regime-switching econometrics to study stock market crashes and to explore the ability of two very different economic explanations to account for historical crashes. The first explanation is based on historical accounts of "manias and panics." Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets JEL Code(s): C, C4, C40, E, E4, E44, G, G1, G12
Monetary Policy Transmission, Bank Market Power, and Wholesale Funding Reliance Staff Working Paper 2023-35 Amina Enkhbold I study how banking market concentration and reliance on wholesale funding affect monetary policy transmission to mortgage rates. I find that this transmission is imperfect and dampens the response of consumption, output, and housing prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Inflation targets, Monetary policy transmission, Wholesale funding JEL Code(s): E, E4, E44, E5, E52, G, G2, G21