Incorporating Trip-Chaining to Measuring Canadians’ Access to Cash Staff Working Paper 2025-16 Heng Chen, Hongyu Xiao Our paper employs smartphone data to construct an improved cash access metric by accounting for both spatial agglomeration and households’ travel patterns. We find that incorporating trip-chaining into the travel metric could show that travel costs are from 15 to 25% less than not incorporating trip-chaining and that the biggest decrease is driven by rural residents. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Financial services, Regional economic developments JEL Code(s): D, D1, D12, O, O1, O18, R, R2, R22, R4, R41
Financial Conditions Indexes for Canada Staff Working Paper 2004-22 Céline Gauthier, Christopher Graham, Ying Liu The authors construct three financial conditions indexes (FCIs) for Canada based on three approaches: an IS-curve-based model, generalized impulse-response functions, and factor analysis. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary and financial indicators, Monetary conditions index JEL Code(s): E, E4, E44, E5, E52
The Empirical Performance of Alternative Monetary and Liquidity Aggregates Staff Working Paper 1995-12 Joseph Atta-Mensah This paper examines the empirical performance of alternatives to the monetary aggregates currently published by the Bank of Canada. The results show that real M1 and real M1a perform about equally well in providing leading information about real output at short horizons. However, on theoretical grounds, M1a is a more attractive aggregate, since it excludes […] Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary and financial indicators
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
Evaluating Linear and Non-Linear Time-Varying Forecast-Combination Methods Staff Working Paper 2001-12 Fuchun Li, Greg Tkacz This paper evaluates linear and non-linear forecast-combination methods. Among the non-linear methods, we propose a nonparametric kernel-regression weighting approach that allows maximum flexibility of the weighting parameters. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C14, C5, C53, E, E2, E27
Broker Routing Decisions in Limit Order Markets Staff Working Paper 2016-50 David Cimon The primary focus of this paper is to study conflict of interest in the brokerage market. Brokers face a conflict of interest when the commissions they receive from investors differ from the costs imposed by different trading venues. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Market structure and pricing JEL Code(s): G, G2, G24, G28
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
Model Uncertainty and Wealth Distribution Staff Working Paper 2019-48 Edouard Djeutem, Shaofeng Xu This paper studies the implications of model uncertainty for wealth distribution in a tractable general equilibrium model with a borrowing constraint and robustness à la Hansen and Sargent (2008). Households confront model uncertainty about the process driving the return of the risky asset, and they choose robust policies. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Business fluctuations and cycles, Economic models JEL Code(s): D, D3, D8, E, E2
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
December 23, 2005 Financial System Review - December 2005 The financial system makes an important contribution to the welfare of all Canadians. The ability of households and firms to confidently hold and transfer financial assets is one of the fundamental building blocks of the Canadian economy. Content Type(s): Publications, Financial Stability Report