Composite Likelihood Estimation of an Autoregressive Panel Probit Model with Random Effects Staff Working Paper 2019-16 Kerem Tuzcuoglu Modeling and estimating persistent discrete data can be challenging. In this paper, we use an autoregressive panel probit model where the autocorrelation in the discrete variable is driven by the autocorrelation in the latent variable. In such a non-linear model, the autocorrelation in an unobserved variable results in an intractable likelihood containing high-dimensional integrals. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit risk management, Econometric and statistical methods, Economic models JEL Code(s): C, C2, C23, C25, C5, C58, G, G2, G24
How Important Are Liquidity Constraints for Canadian Households? Evidence from Micro-Data Staff Discussion Paper 2012-9 Umar Faruqui, Samah Torchani Using a unique micro-dataset containing real and financial information on Canadian households for 2000–07, the authors address two questions: (1) What is the proportion of households whose consumption displays excess sensitivity to income, and who are likely liquidity constrained? Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Sectoral balance sheet JEL Code(s): C, C3, C35, D, D1, D12, D3, D30
Equilibrium in Two-Sided Markets for Payments: Consumer Awareness and the Welfare Cost of the Interchange Fee Staff Working Paper 2022-15 Kim Huynh, Gradon Nicholls, Oleksandr Shcherbakov We construct and estimate a structural two-stage model of equilibrium in a market for payments in order to quantify the network externalities and identify the main determinants of consumer and merchant decisions. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods, Financial services JEL Code(s): C, C5, C51, D, D1, D12, E, E4, E42, L, L1, L14
December 31, 2004 Summary of Government of Canada - Outstanding as at 31 December 2004 Content Type(s): Publications, Historical: Securities and loans
How Changes in Oil Prices Affect the Macroeconomy Staff Working Paper 2009-33 Brian DePratto, Carlos De Resende, Philipp Maier We estimate a New Keynesian general-equilibrium open economy model to examine how changes in oil prices affect the macroeconomy. Our model allows oil price changes to be transmitted through temporary demand and supply channels (affecting the output gap), as well as through persistent supply side effects (affecting trend growth). Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Interest rates, Monetary policy transmission, Potential output, Productivity JEL Code(s): F, F4, F41, Q, Q4, Q43
The New Keynesian Hybrid Phillips Curve: An Assessment of Competing Specifications for the United States Staff Working Paper 2004-31 David Dupuis Inflation forecasting is fundamental to monetary policy. In practice, however, economists are faced with competing goals: accuracy and theoretical consistency. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Inflation and prices JEL Code(s): E, E3, E31
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
December 23, 2004 Financial System Review - December 2004 The Canadian financial system comprises financial markets, financial institutions, and the clearing and settlement systems. Content Type(s): Publications, Financial Stability Report
On the Programmability and Uniformity of Digital Currencies Staff Working Paper 2025-18 Jonathan Chiu, Cyril Monnet Central bankers argue that programmable digital currencies may compromise the uniformity of money. We develop a stylized model to examine this argument and the trade-offs involved in circulating programmable money. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Payment clearing and settlement systems JEL Code(s): E, E5, E50, E58
Centralizing Over-the-Counter Markets? Staff Working Paper 2021-39 Jason Allen, Milena Wittwer Would a shift in trading in fixed-income markets—from over the counter (bilateral trading) to a centralized electronic platform—improve welfare? We use trade-level data on the secondary market for Government of Canada debt to answer this question. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Market structure and pricing JEL Code(s): D, D4, D40, D47, G, G1, G10, G2, G20, L, L1, L10