State Space and ARMA Models: An Overview of the Equivalence Staff Working Paper 1993-00 Paul Gilbert In this paper known results about the equivalence of state space and autoregressive moving-average models with exogenous inputs (ARMAX) (including vector auto-regressive or VAR models) are reviewed. While most of these results are not new, no single reference appears to bring together several important related points. Content Type(s): Staff research, Staff working papers
Le PIB potentiel des États-Unis et ses déterminants : la productivité de la main-d'oeuvre et le taux d'activité Staff Working Paper 1998-13 René Lalonde This study has three main objectives: first, to determine whether the good performance of the U.S. economy observed in recent years is attributable to an upsurge in potential GDP; second, to identify the variables related to aggregate supply, whose trend might explain the evolution in economic potential; finally, to observe whether, despite everything, the American […] Content Type(s): Staff research, Staff working papers
Behavioral Learning Equilibria in New Keynesian Models Staff Working Paper 2022-42 Cars Hommes, Kostas Mavromatis, Tolga Özden, Mei Zhu We introduce behavioral learning equilibria (BLE) into DSGE models with boundedly rational agents using simple but optimal first order autoregressive forecasting rules. The Smets-Wouters DSGE model with BLE is estimated and fits well with inflation survey expectations. As a policy application, we show that learning requires a lower degree of interest rate smoothing. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Inflation and prices, Monetary policy JEL Code(s): C, C1, C11, D, D8, D83, D84, E, E3, E6, E62
A Generalized Endogenous Grid Method for Default Risk Models Staff Working Paper 2021-11 Youngsoo Jang, Soyoung Lee Models with default options are hard to solve. We propose an extension of the endogenous grid method that solves default risk models more efficiently and accurately. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Credit risk management JEL Code(s): C, C6, C63, E, E3, E37
Real Exchange Rate Decompositions Staff Discussion Paper 2022-6 Bruno Feunou, Jean-Sébastien Fontaine, Ingomar Krohn We break down the exchange rate based on an explicit link between fixed income and currency markets. We isolate a foreign exchange risk premium and show it is the main driver of the exchange rate between the Canadian and US dollars, especially on monetary policy and macroeconomic news announcement days. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Asset pricing, Exchange rates, International financial markets, Monetary policy transmission JEL Code(s): E, E4, E43, F, F3, F31, G, G1, G12
On the Existence and Fragility of Repo Markets Staff Working Paper 2012-17 Hajime Tomura This paper presents a model of an over-the-counter bond market in which bond dealers and cash investors arrange repurchase agreements (repos) endogenously. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial stability, Payment clearing and settlement systems JEL Code(s): G, G2, G24
Probing Potential Output: Monetary Policy, Credibility, and Optimal Learning under Uncertainty Staff Working Paper 2000-10 James Yetman The effective conduct of monetary policy is complicated by uncertainty about the level of potential output, and thus about the size of the monetary policy response that would be sufficient to achieve the targeted inflation rate. One possible response to such uncertainty is for the monetary authority to "probe," interpreted here as actively using its policy response to learn about the level of potential output. Content Type(s): Staff research, Staff working papers Research Topic(s): Credibility, Monetary policy and uncertainty, Potential output JEL Code(s): E, E5, E52, E58
The Carrot and the Stick: The Business Cycle Implications of Incentive Pay in the Labor Search Model Staff Working Paper 2015-35 Julien Champagne This paper considers a real business cycle model with labor search frictions where two types of incentive pay are explicitly introduced following the insights from the micro literature on performance pay (e.g. Lazear, 1986). Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Labour markets JEL Code(s): E, E2, E24, J, J3, J33, J4, J41
A Look Inside the Box: Combining Aggregate and Marginal Distributions to Identify Joint Distributions Staff Working Paper 2018-29 Marie-Hélène Felt This paper proposes a method for estimating the joint distribution of two or more variables when only their marginal distributions and the distribution of their aggregates are observed. Nonparametric identification is achieved by modelling dependence using a latent common-factor structure. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C1, C14, D, D1, D14, E, E4, E41
Production Networks and the Propagation of Commodity Price Shocks Staff Working Paper 2020-44 Shutao Cao, Wei Dong We examine the macro implications of commodity price shocks in a model with multiple production sectors that are interconnected within a commodity-exporting small open economy. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, International topics JEL Code(s): D, D5, D57, F, F4, F41