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
Oil-Price Shocks and Retail Energy Prices in Canada Staff Working Paper 2002-38 Marwan Chacra The effects of global energy-price shocks on retail energy prices in Canada are examined. More specifically, the author looks at the response of the consumer price indexes for gasoline, heating oil, natural gas, and electricity in Canada to movements in world crude oil prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices, Market structure and pricing JEL Code(s): C, C2, C22, C5, C51, C53, Q, Q4, Q40
On the Wedge Between the PPI and CPI Inflation Indicators Staff Working Paper 2022-5 Shang-Jin Wei, Yinxi Xie We find that the CPI and PPI inflation indexes co-moved strongly throughout the late 20th century, but their correlation has fallen substantially since the early 2000s. We offer a structural explanation for this divergence based on the growth of global supply chains since 2000. This finding offers a unique perspective for the future design of optimal monetary policy. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Inflation targets, International topics, Monetary policy JEL Code(s): E, E3, E31, E5, E52, E58, F, F1, F11, F12, F4, F41, F6, F62
The Role of Beliefs in Entering and Exiting the Bitcoin Market Staff Working Paper 2024-22 Daniela Balutel, Christopher Henry, Jorge Vásquez, Marcel Voia We develop a model that links investors’ decisions to enter or exit the Bitcoin market with their beliefs about the survival of Bitcoin. Empirical testing using Canadian data reveals that beliefs strongly influence both entries and exits, and this impact varies with time and ownership status. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): D, D8, D83, E, E4, E41, O, O3, O33
International House Price Cycles, Monetary Policy and Risk Premiums Staff Working Paper 2014-54 Gregory Bauer Using a panel logit framework, the paper provides an estimate of the likelihood of a house price correction in 18 OECD countries. The analysis shows that a simple measure of the degree of house price overvaluation contains a lot of information about subsequent price reversals. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Housing JEL Code(s): C, C2, E, E4, E43, R, R2, R21
The Bank of Canada's Version of the Global Economy Model (BoC-GEM) Technical Report No. 98 René Lalonde, Dirk Muir The Bank of Canada's version of the Global Economy Model (BoC-GEM) is derived from the model created at the International Monetary Fund by Douglas Laxton (IMF) and Paolo Pesenti (Federal Reserve Bank of New York and National Bureau of Economic Research). Content Type(s): Staff research, Technical reports Research Topic(s): Business fluctuations and cycles, Economic models, International topics JEL Code(s): C, C6, C68, E, E2, E27, E3, E37, F, F3, F32, F4, F47
November 16, 2017 Factors Behind the 2014 Oil Price Decline Bank of Canada Review - Autumn 2017 Reinhard Ellwanger, Benjamin Sawatzky, Konrad Zmitrowicz Oil prices have declined sharply over the past three years. While both supply and demand factors played a role in the large oil price decline of 2014, global supply growth seems to have been the predominant force. The most important drivers were likely the surprising growth of US shale oil production, the output decisions of the Organization of the Petro-leum Exporting Countries and the weaker-than-expected global growth that followed the 2009 global financial crisis. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Business fluctuations and cycles, International topics, Recent economic and financial developments JEL Code(s): Q, Q4, Q41, Q43
Benchmarks for assessing labour market health Staff Analytical Note 2022-2 Erik Ens, Corinne Luu, Kurt See, Shu Lin Wee We propose a range of benchmarks for assessing labour market strength for monetary policy. This work builds on a previous framework that considers how diverse and segmented the labour market is. We apply these benchmarks to the Canadian labour market and find that it has more than recovered from the COVID-19 shock. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Business fluctuations and cycles, Coronavirus disease (COVID-19), Econometric and statistical methods, Labour markets, Monetary policy JEL Code(s): E, E2, E24, J, J2, J21, J6
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
December 10, 2013 Margining for Non-Centrally Cleared Over-the-Counter Derivatives Financial System Review - December 2013 Nikil Chande, Stéphane Lavoie, Thomas Thorn Content Type(s): Publications, Financial System Review articles