C22 - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models

• Does US or Canadian Macro News Drive Canadian Bond Yields?

  Staff Analytical Note 2018-38 Bruno Feunou, Rodrigo Sekkel, Morvan Nongni-Donfack

  We show that a large share of low-frequency (quarterly) movements in Canadian government bond yields can be explained by macroeconomic news, even though high-frequency (daily) changes are driven by other shocks. Furthermore, we show that US macro news—not domestic news— explains most of the quarterly variation in Canadian bond yields.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Financial markets, International topics, Monetary policy JEL Code(s): C, C2, C22, E, E4, E43

• Assessing the Predictive Ability of Sovereign Default Risk on Exchange Rate Returns

  Staff Working Paper 2017-19 Claudia Foroni, Francesco Ravazzolo, Barbara Sadaba

  Increased sovereign credit risk is often associated with sharp currency movements. Therefore, expectations of the probability of a sovereign default event can convey important information regarding future movements of exchange rates.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Exchange rates, International financial markets JEL Code(s): C, C2, C22, C5, C52, C53, F, F3, F31
• May 11, 2017

  Why Is Global Business Investment So Weak? Some Insights from Advanced Economies

  Bank of Canada Review - Spring 2017 Robert Fay, Justin-Damien Guénette, Martin Leduc, Louis Morel

  Various drivers of business investment can be used to explain the underwhelming performance of investment in advanced economies since the global financial crisis, particularly since 2014. The slow growth in aggregate demand cannot by itself explain the full extent of the recent weakness in investment, which appears to be linked primarily to the collapse of global commodity prices and a rise in economic uncertainty. Looking ahead, business investment growth is likely to remain slower than in the pre-crisis period, largely because of structural factors such as population aging.

  Content Type(s): Publications, Bank of Canada Review articles Topic(s): Business fluctuations and cycles, Domestic demand and components, Economic models, International topics, Monetary policy and uncertainty, Recent economic and financial developments JEL Code(s): C, C2, C22, D, D2, D24, D8, D80, E, E2, E22, F, F0, F01, G, G3, G31

• Markov‐Switching Three‐Pass Regression Filter

  Staff Working Paper 2017-13 Pierre Guérin, Danilo Leiva-Leon, Massimiliano Marcellino

  We introduce a new approach for the estimation of high-dimensional factor models with regime-switching factor loadings by extending the linear three-pass regression filter to settings where parameters can vary according to Markov processes.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C2, C22, C23, C5, C53

• 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

• 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

• 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

• Money Market Rates and Retail Interest Regulation in China: The Disconnect between Interbank and Retail Credit Conditions

  Staff Working Paper 2013-20 Nathan Porter, TengTeng Xu

  Interest rates in China are composed of a mix of both market-determined interest rates (interbank rates and bond yields), and regulated interest rates (retail lending and deposit rates), reflecting China’s gradual process of interest rate liberalization.

  Content Type(s): Staff research, Staff working papers Topic(s): Development economics, Econometric and statistical methods, Financial markets, Monetary policy framework, Monetary policy transmission JEL Code(s): C, C2, C22, E, E4, E43, E5, E52, E58

• International Capital Flows and Bond Risk Premia

  Staff Working Paper 2010-14 Jesus Sierra

  This paper studies the impact of international capital flows on asset prices through risk premia. We investigate whether foreign purchases of U.S. Treasury securities significantly contributed to the decline in excess returns on long-term bonds between 1995 and 2008.

  Content Type(s): Staff research, Staff working papers Topic(s): Financial markets JEL Code(s): C, C2, C22, F, F3, F31, F32, F34, G, G1, G11, G12, G15

• A Consistent Test for Multivariate Conditional Distributions

  Staff Working Paper 2009-34 Fuchun Li, Greg Tkacz

  We propose a new test for a multivariate parametric conditional distribution of a vector of variables y_t given a conditional vector x_t.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C12, C2, C22