E37 - Forecasting and Simulation: Models and Applications

• Implementing Cross-Border Interbank Lending in BoC-GEM-FIN

  Staff Discussion Paper 2016-19 Malik Shukayev, Argyn Toktamyssov

  BIS interbank lending data show that the Great Recession generated large and persistent changes in the international interbank lending positions of various countries. The main objective of this study is to understand the role of changes in international interbank credit flows in transmitting shocks across borders.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Business fluctuations and cycles, Economic models, International topics JEL Code(s): E, E2, E27, E3, E37, F, F4, F47

• The Doug Purvis Memorial Lecture—Monetary/Fiscal Policy Mix and Financial Stability: The Medium Term Is Still the Message

  Staff Discussion Paper 2016-13 Stephen S. Poloz

  In the Doug Purvis Memorial Lecture, Governor Stephen S. Poloz shows how changing the mix of monetary and fiscal policies can yield the same outcomes for growth and inflation, but lead to different results for public sector and private sector debt levels, which can impact financial stability.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Economic models, Financial stability, Fiscal policy, Monetary policy framework JEL Code(s): E, E3, E37, E5, E6, E63

• New Housing Registrations as a Leading Indicator of the BC Economy

  Staff Discussion Paper 2016-3 Calista Cheung, Dmitry Granovsky

  Housing starts and building permits data are commonly used as leading indicators of economic activity. In British Columbia, all new homes must be registered with the Homeowner Protection Office, a branch of BC Housing, before the issuance of building permits and the start of construction.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Business fluctuations and cycles, Housing, Regional economic developments JEL Code(s): C, C1, C13, C5, C53, E, E3, E32, E37

• Nowcasting BRIC+M in Real Time

  Staff Working Paper 2015-38 Tatjana Dahlhaus, Justin-Damien Guénette, Garima Vasishtha

  Emerging-market economies have become increasingly important in driving global GDP growth over the past 10 to 15 years. This has made timely and accurate assessment of current and future economic activity in emerging markets important for policy-makers not only in these countries but also in advanced economies.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C3, C33, C5, C53, E, E3, E37

• Model Averaging in Markov-Switching Models: Predicting National Recessions with Regional Data

  Staff Working Paper 2015-24 Pierre Guérin, Danilo Leiva-Leon

  This paper introduces new weighting schemes for model averaging when one is interested in combining discrete forecasts from competing Markov-switching models. In particular, we extend two existing classes of combination schemes – Bayesian (static) model averaging and dynamic model averaging – so as to explicitly reflect the objective of forecasting a discrete outcome.

  Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C5, C53, E, E3, E32, E37

• Integrating Uncertainty and Monetary Policy-Making: A Practitioner’s Perspective

  Staff Discussion Paper 2014-6 Stephen S. Poloz

  This paper discusses how central banking is evolving in light of recent experience, with particular emphasis on the incorporation of uncertainty into policy decision-making.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Economic models, Financial stability, Monetary policy and uncertainty, Monetary policy communications, Monetary policy framework JEL Code(s): C, C5, C50, E, E3, E37, E5, E6, E61

• Predicting Financial Stress Events: A Signal Extraction Approach

  Staff Working Paper 2014-37 Ian Christensen, Fuchun Li

  The objective of this paper is to propose an early warning system that can predict the likelihood of the occurrence of financial stress events within a given period of time. To achieve this goal, the signal extraction approach proposed by Kaminsky, Lizondo and Reinhart (1998) is used to monitor the evolution of a number of economic indicators that tend to exhibit an unusual behaviour in the periods preceding a financial stress event.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial stability JEL Code(s): C, C1, C14, C4, E, E3, E37, E4, E47, F, F3, F36, F37, G, G0, G01, G1, G17

• Analyzing and Forecasting the Canadian Economy through the LENS Model

  Technical Report No. 102 Olivier Gervais, Marc-André Gosselin

  The authors describe the key features of a new large-scale Canadian macroeconomic forecasting model developed over the past two years at the Bank of Canada.

  Content Type(s): Staff research, Technical reports Topic(s): Econometric and statistical methods, Economic models JEL Code(s): C, C5, C53, E, E1, E17, E2, E27, E3, E37, F, F1, F17

• Forecasting Short-Term Real GDP Growth in the Euro Area and Japan Using Unrestricted MIDAS Regressions

  Staff Discussion Paper 2014-3 Maxime Leboeuf, Louis Morel

  In this paper, the authors develop a new tool to improve the short-term forecasting of real GDP growth in the euro area and Japan. This new tool, which uses unrestricted mixed-data sampling (U-MIDAS) regressions, allows an evaluation of the usefulness of a wide range of indicators in predicting short-term real GDP growth.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47

• Perceived Inflation Persistence

  Staff Working Paper 2013-43 Monica Jain

  The Survey of Professional Forecasters (SPF) has had vast influence on research related to better understanding expectation formation and the behaviour of macroeconomic agents. Inflation expectations, in particular, have received a great deal of attention, since they play a crucial role in determining real interest rates, the expectations-augmented Phillips curve and monetary policy.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): E, E3, E31, E37