Forecasting GDP Growth Using Artificial Neural Networks Staff Working Paper 1999-3 Greg Tkacz, Sarah Hu Financial and monetary variables have long been known to contain useful leading information regarding economic activity. In this paper, the authors wish to determine whether the forecasting performance of such variables can be improved using neural network models. The main findings are that, at the 1-quarter forecasting horizon, neural networks yield no significant forecast improvements. […] Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Monetary and financial indicators JEL Code(s): C, C4, C45, E, E3, E37, E4, E44
Characterization of the Dynamic Effects of Fiscal Shocks in a Small Open Economy Staff Working Paper 2004-41 Nooman Rebei The author studies the macroeconomic consequences of discretionary changes in the fiscal policy instruments for Canada. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Exchange rates, Fiscal policy JEL Code(s): E, E3, E32, E6, E62
February 21, 2013 Conference Summary: Financial Intermediation and Vulnerabilities Bank of Canada Review - Winter 2012-2013 Jason Allen, James Chapman, Ian Christensen The Bank of Canada’s annual economic conference, held in October 2012, brought together experts from across Canada and around the world to discuss key issues concerning financial intermediation and vulnerabilities. The conference covered such topics as household finances and their relationship to financial stability, as well as bank regulation, securitization and shadow banking. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Central bank research, Financial stability, Financial system regulation and policies JEL Code(s): G, G2
Can the Common-Factor Hypothesis Explain the Observed Housing Wealth Effect? Staff Working Paper 2016-62 Narayan Bulusu, Jefferson Duarte, Carles Vergara-Alert The common-factor hypothesis is one possible explanation for the housing wealth effect. Under this hypothesis, house price appreciation is related to changes in consumption as long as the available proxies for the common driver of housing and non-housing demand are noisy and housing supply is not perfectly elastic. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Housing JEL Code(s): E, E2, E21, R, R3, R31
A Model of Costly Capital Reallocation and Aggregate Productivity Staff Working Paper 2008-38 Shutao Cao The author studies the effects of capital reallocation (the flow of productive capital across firms and establishments mainly through changes in ownership) on aggregate labour productivity. Capital reallocation is an important activity in the United States: on average, its total value is 3–4 per cent of U.S. GDP. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Productivity JEL Code(s): E, E2, E22, L, L1, L16
June 25, 2005 Changes in the Indicator Properties of Narrow Monetary Aggregates Bank of Canada Review - Summer 2005 Tracy Chan, Ramdane Djoudad, Jackson Loi Although many countries have abandoned monetary targeting in recent decades, monetary aggregates are still useful indicators of future economic activity. Past research has shown that, compared with other monetary aggregates and expressed in real terms, net M1 and gross M1 have traditionally provided superior leading information for output growth. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Monetary aggregates, Monetary and financial indicators
Interpreting Money-Supply and Interest-Rate Shocks as Monetary-Policy Shocks Staff Working Paper 1996-8 Marcel Kasumovich In this paper two shocks are analysed using Canadian data: a money-supply shock ("M-shock") and an interest-rate shock ("R-shock"). Money-supply shocks are derived using long-run restrictions based on long-run propositions of monetary theory. Thus, an M-shock is represented by an orthogonalized innovation in the trend shared by money and prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary and financial indicators, Monetary policy transmission JEL Code(s): E, E4, E43, E5, E51
June 23, 2005 Efficiency and Economies of Scale of Large Canadian Banks Financial System Review - June 2005 Jason Allen, Ying Liu Content Type(s): Publications, Financial System Review articles
Assembling a Real-Financial Micro-Dataset for Canadian Households Staff Working Paper 2010-6 Umar Faruqui The lack of consolidated Canadian micro data on household balance sheets and expenditures has been an important impediment to empirical research into real-financial linkages in the Canadian household sector. Our paper attempts to fill this data gap by merging household balance sheet data from the Canadian Financial Monitor survey with household expenditure data from the Survey of Household Spending. Content Type(s): Staff research, Staff working papers Research Topic(s): Sectoral balance sheet JEL Code(s): C, C8, C81, D, D1, D10
Assessing the Impact of the Bank of Canada’s Government Bond Purchases Staff Discussion Paper 2024-5 Chinara Azizova, Jonathan Witmer, Xu Zhang In March 2020, the Bank of Canada implemented the Government of Canada Bond Purchase Program, eventually purchasing approximately $340 billion of government bonds. In this paper, we analyze the impact of this program on financial market prices and yields as well as on GDP and inflation. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial institutions, Financial markets, Financial system regulation and policies, Inflation and prices, Monetary policy, Monetary policy transmission JEL Code(s): E, E5, E52, E58, G, G2, G21, G28