'Lean' versus 'Rich' Data Sets: Forecasting during the Great Moderation and the Great Recession Staff Working Paper 2010-37 Marco J. Lombardi, Philipp Maier We evaluate forecasts for the euro area in data-rich and ‘data-lean' environments by comparing three different approaches: a simple PMI model based on Purchasing Managers' Indices (PMIs), a dynamic factor model with euro area data, and a dynamic factor model with data from the euro plus data from national economies (pseudo-real time data). Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47
Assessment of the Effects of Macroprudential Tightening in Canada Staff Analytical Note 2016-12 Martin Kuncl During the period of 2008 to 2012, the rules for government-backed mortgage insurance were tightened on four occasions. In this note, we estimate the effects through a simple econometric exercise using a vector error-correction model (VECM). Content Type(s): Staff research, Staff analytical notes Research Topic(s): Credit and credit aggregates, Financial system regulation and policies, Housing JEL Code(s): C, C3, C32, E, E6, E65, G, G2, G28
Affine Term-Structure Models: Theory and Implementation Staff Working Paper 2001-15 David Bolder Affine models describe the stylized time-series properties of the term structure of interest rates in a reasonable manner, they generalize relatively easily to higher dimensions, and a vast academic literature exists relating to their implementation. This combination of characteristics makes the affine class a natural introductory point for modelling interest rate dynamics. Content Type(s): Staff research, Staff working papers Research Topic(s): Debt management, Econometric and statistical methods, Interest rates JEL Code(s): C, C0, C5, G, G0
Macroeconomic Uncertainty Through the Lens of Professional Forecasters Staff Working Paper 2016-5 Soojin Jo, Rodrigo Sekkel We analyze the evolution of macroeconomic uncertainty in the United States, based on the forecast errors of consensus survey forecasts of different economic indicators. Comprehensive information contained in the survey forecasts enables us to capture a real-time subjective measure of uncertainty in a simple framework. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C38, E, E1, E17, E3, E32
Launching the NEUQ: The New European Union Quarterly Model, A Small Model of the Euro Area and U.K. Economies Staff Working Paper 2006-22 Anna Piretti, Charles St-Arnaud The authors develop a projection model of the euro area and the United Kingdom. The model consists of two country blocks, endogenous to each other via the foreign demand channel. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): C, C5, C53, E, E1, E17, E3, E37
Financial Market Imperfection, Overinvestment, and Speculative Precaution Staff Working Paper 2004-27 Christian Calmès The author uses panel data to assess the sensitivity of investment to cash flow in non-financial firms, taking into account the role their financial health plays in investment decisions. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles JEL Code(s): D, D9, D92, E, E2, E22, E4, E44, G, G3, G33
Addressing Household Indebtedness: Monetary, Fiscal or Macroprudential Policy? Staff Working Paper 2014-58 Sami Alpanda, Sarah Zubairy In this paper, we build a dynamic stochastic general-equilibrium model with housing and household debt, and compare the effectiveness of monetary policy, housing-related fiscal policy, and macroprudential regulations in reducing household indebtedness. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial system regulation and policies, Housing, Monetary policy transmission JEL Code(s): E, E5, E52, E6, E62, R, R3, R38
Firm Dynamics and Multifactor Productivity: An Empirical Exploration Staff Working Paper 2018-15 Pierre St-Amant, David Tessier There are indications that business dynamism has declined in advanced economies. In particular, firm entry and exit rates have fallen, suggesting that the creative destruction process has lost some of its vitality. Meanwhile, productivity growth has slowed. Some believe that lower entry and exit rates partly explain the weaker productivity growth. Content Type(s): Staff research, Staff working papers Research Topic(s): Firm dynamics, Productivity JEL Code(s): D, D2, D24, M, M1, M13, O, O4, O47
A Measure of Underlying Inflation in the United States Staff Working Paper 1997-20 Iris Claus A monetary authority with the primary objective of price stability has to distinguish between temporary price shocks and persistent shocks to the rate of inflation. A measure of underlying inflation, therefore, has an important role to play as a guideline for monetary policy. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, International topics JEL Code(s): E, E3, E31
November 11, 2009 Declining Inflation Persistence in Canada: Causes and Consequences Bank of Canada Review - Winter 2009-2010 Rhys R. Mendes, Stephen Murchison The persistence of both core and total consumer price index inflation in Canada has declined significantly since the 1980s. In addition to providing up-to-date estimates of inflation persistence, this article examines possible reasons for the decline suggested in the literature. The role played by monetary policy, through its effect on price- and wage-setting behaviour, is distinguished from possible changes to the structure of the economy that are independent of monetary policy. The authors also discuss the implications for monetary policy of low structural persistence in inflation, including the choice of an inflation-targeting regime versus a price-level-targeting regime. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation and prices, Monetary policy framework