C2 - Single Equation Models; Single Variables

• Monetary Policy, Private Debt and Financial Stability Risks

  Staff Working Paper 2016-59 Gregory Bauer, Eleonora Granziera

  Can monetary policy be used to promote financial stability? We answer this question by estimating the impact of a monetary policy shock on private-sector leverage and the likelihood of a financial crisis. Impulse responses obtained from a panel VAR model of 18 advanced countries suggest that the debt-to-GDP ratio rises in the short run following an unexpected tightening in monetary policy.

  Content Type(s): Staff research, Staff working papers Topic(s): Credit and credit aggregates, Financial stability, Monetary policy, Monetary policy transmission JEL Code(s): C, C2, C21, C23, E, E5, E52, E58

• Understanding Firms’ Inflation Expectations Using the Bank of Canada’s Business Outlook Survey

  Staff Working Paper 2016-7 Simon Richards, Matthieu Verstraete

  Inflation expectations are a key determinant of actual and future inflation and thus matter for the conduct of monetary policy. We study how firms form their inflation expectations using quarterly firm-level data from the Bank of Canada’s Business Outlook Survey, spanning the 2001 to 2015 period.

  Content Type(s): Staff research, Staff working papers Topic(s): Central bank research, Credibility, Econometric and statistical methods, Firm dynamics, Inflation and prices, Inflation targets, Monetary policy framework JEL Code(s): C, C1, C2, C25, D, D2, D21, D8, D84, E, E3, E31, E5, E52, E58

• What Is Behind the Weakness in Global Investment?

  Staff Discussion Paper 2016-5 Maxime Leboeuf, Robert Fay

  The recovery in private business investment globally remains extremely weak more than seven years after the financial crisis. This paper contributes to the ongoing policy debate on the factors behind this weakness by analyzing the role of growth prospects and uncertainty in explaining developments in non-residential private business investment in large advanced economies since the crisis.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Business fluctuations and cycles, Central bank research, Domestic demand and components, Economic models, International topics, Monetary policy and uncertainty, Recent economic and financial developments JEL Code(s): C, C2, C23, C3, C33, D, D2, D24, D8, D80, D84, E, E2, E22, F, F0, F01, G, G3, G31

• Debt Overhang and Deleveraging in the US Household Sector: Gauging the Impact on Consumption

  Staff Working Paper 2015-47 Bruno Albuquerque, Georgi Krustev

  Using a novel dataset for the US states, this paper examines whether household debt and the protracted debt deleveraging help explain the dismal performance of US consumption since 2007, in the aftermath of the housing bubble.

  Content Type(s): Staff research, Staff working papers Topic(s): Credit and credit aggregates, Econometric and statistical methods, International topics JEL Code(s): C, C1, C13, C2, C23, C5, C52, D, D1, D12, H, H3, H31

• Heterogeneity in the Dynamic Effects of Uncertainty on Investment

  Staff Working Paper 2015-34 Sungje Byun, Soojin Jo

  How does aggregate profit uncertainty influence investment activity at the firm level? We propose a parsimonious adaptation of a factor-autoregressive conditional heteroscedasticity model to exploit information in a subindustry sales panel for an efficient and tractable estimation of aggregate volatility.

  Content Type(s): Staff research, Staff working papers Topic(s): Domestic demand and components, Econometric and statistical methods, International topics JEL Code(s): C, C2, C22, C23, D, D8, D80, E, E2, E22

• International House Price Cycles, Monetary Policy and Risk Premiums

  Staff Working Paper 2014-54 Gregory Bauer

  Using a panel logit framework, the paper provides an estimate of the likelihood of a house price correction in 18 OECD countries. The analysis shows that a simple measure of the degree of house price overvaluation contains a lot of information about subsequent price reversals.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Housing JEL Code(s): C, C2, E, E4, E43, R, R2, R21

• The Propagation of Industrial Business Cycles

  Staff Working Paper 2014-48 Maximo Camacho, Danilo Leiva-Leon

  This paper examines the business cycle linkages that propagate industry-specific business cycle shocks throughout the economy in a way that (sometimes) generates aggregated cycles. The transmission of sectoral business cycles is modelled through a multivariate Markov-switching model, which is estimated by Gibbs sampling.

  Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Domestic demand and components, Econometric and statistical methods JEL Code(s): C, C2, C22, E, E2, E27, E3, E32

• Sheep in Wolf’s Clothing: Using the Least Squares Criterion for Quantile Estimation

  Staff Working Paper 2014-24 Heng Chen

  Estimation of the quantile model, especially with a large data set, can be computationally burdensome. This paper proposes using the Gaussian approximation, also known as quantile coupling, to estimate a quantile model.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C13, C14, C2, C21

• Multiple Fixed Effects in Binary Response Panel Data Models

  Staff Working Paper 2014-17 Karyne B. Charbonneau

  This paper considers the adaptability of estimation methods for binary response panel data models to multiple fixed effects. It is motivated by the gravity equation used in international trade, where important papers such as Helpman, Melitz and Rubinstein (2008) use binary response models with fixed effects for both importing and exporting countries.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C2, C23, C25, F, F1, F14

• Which Parametric Model for Conditional Skewness?

  Staff Working Paper 2013-32 Bruno Feunou, Mohammad R. Jahan-Parvar, Roméo Tedongap

  This paper addresses an existing gap in the developing literature on conditional skewness. We develop a simple procedure to evaluate parametric conditional skewness models. This procedure is based on regressing the realized skewness measures on model-implied conditional skewness values.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C2, C22, C5, C51, G, G1, G12, G15