Non-Parametric and Neural Network Models of Inflation Changes Staff Working Paper 2000-7 Greg Tkacz Previous studies have shown that interest rate yield spreads contain useful information about future changes in inflation. However, such studies have for the most part focused on linear models, ignoring potential non-linearities between interest rates and inflation. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Inflation and prices JEL Code(s): C, C5, C51, E, E3, E31
An Evaluation of MLE in a Model of the Nonlinear Continuous-Time Short-Term Interest Rate Staff Working Paper 2005-45 Ingrid Lo The author compares the performance of three Gaussian approximation methods - by Nowman (1997), Shoji and Ozaki (1998), and Yu and Phillips (2001) - in estimating a model of the nonlinear continuous-time short-term interest rate. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Interest rates JEL Code(s): C, C1, E, E4
The International Monetary Fund's Balance-Sheet and Credit Risk Staff Working Paper 2006-21 Ryan Felushko, Eric Santor The authors examine the characteristics of International Monetary Fund (IMF) lending from the 1960s to 2005. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics JEL Code(s): F, F3
The Neutral Rate of Interest in Canada Staff Discussion Paper 2014-5 Rhys R. Mendes A measure of the neutral policy interest rate can be used to gauge the stance of monetary policy. We define the neutral rate as the real policy rate consistent with output at its potential level and inflation equal to target after the effects of all cyclical shocks have dissipated. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Interest rates, Monetary policy transmission JEL Code(s): E, E4, E40, E42, E43, E5, E50, E52, E58
Measuring Potential Output within a State-Space Framework Staff Working Paper 1999-9 Maral Kichian In this paper we measure potential output (and consequently the output gap) using state-space models. Given that the estimated output gap is used as an indicator to measure the extent of inflationary pressures in the economy, we evaluate the use of such models for the implementation of monetary policy. Our starting point is the Gerlach […] Content Type(s): Staff research, Staff working papers Research Topic(s): Potential output JEL Code(s): D, D2, D24
Trends in U.S. Hours and the Labor Wedge Staff Working Paper 2010-28 Simona Cociuba, Alexander Ueberfeldt From 1980 until 2007, U.S. average hours worked increased by thirteen percent, due to a large increase in female hours. At the same time, the U.S. labor wedge, measured as the discrepancy between a representative household's marginal rate of substitution between consumption and leisure and the marginal product of labor, declined substantially. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Labour markets, Potential output JEL Code(s): E, E2, E24, H, H2, H20, H3, H31, J, J2, J22
Chinese Monetary Policy and Text Analytics: Connecting Words and Deeds Staff Working Paper 2021-3 Jeannine Bailliu, Xinfen Han, Barbara Sadaba, Mark Kruger What are the main drivers behind the monetary policy reaction function of the People’s Bank of China? Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics, Monetary policy communications, Monetary policy framework JEL Code(s): C, C6, C63, E, E5, E52, E58
December 13, 2007 Central Bank Performance under Inflation Targeting Bank of Canada Review - Winter 2007-2008 Marc-André Gosselin Gosselin examines and reports on the various factors that contribute to successful inflation targeting. Using a panel of 21 inflation-targeting countries over the period 1990Q1-2007Q2, Gosselin finds that the ability of central banks to hit their targets varies considerably. Some of these differences can be explained by exchange rate fluctuations, fiscal deficits, and differences in financial development. Others are explained by differences in the targeting framework itself and the manner in which it is implemented. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Central bank research, Inflation targets, Monetary policy framework
November 17, 2011 Modelling the Counterfeiting of Bank Notes: A Literature Review Bank of Canada Review - Autumn 2011 Ben Fung, Enchuan Shao The objective of this article is to improve our understanding of counterfeiting and its policy implications by reviewing research in this area. There has been almost no empirical work on counterfeiting because of the limited availability of counterfeiting data and related statistics. The authors therefore focus on theoretical studies that directly model the behaviour of the relevant economic agents. They first establish some stylized facts about counterfeiting to provide a general understanding of the problem. They then briefly review several models of counterfeiting and summarize their relevant insights, focusing on the implications of the findings for the incentive to counterfeit, social welfare and anti-counterfeiting policies. The authors find that the policy implications of these studies support the Bank’s comprehensive anti-counterfeiting strategy. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Bank notes
Consumer Credit with Over-optimistic Borrowers Staff Working Paper 2020-57 Florian Exler, Igor Livshits, James (Jim) C. MacGee, Michèle Tertilt When lenders cannot directly identify behavioural and rational borrowers, they use type scoring to track the likelihood of a borrower’s type. This leads to the partial pooling of borrowers, which results in rational borrowers subsidizing borrowing costs for behavioural borrowers. This, in turn, reduces the effectiveness of regulatory policies that target mistakes by behavioural borrowers. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Credit risk management, Financial system regulation and policies JEL Code(s): E, E2, E21, E4, E49, G, G1, G18, K, K3, K35