Small‐Sample Tests for Stock Return Predictability with Possibly Non‐Stationary Regressors and GARCH‐Type Effects Staff Working Paper 2017-10 Sermin Gungor, Richard Luger We develop a simulation-based procedure to test for stock return predictability with multiple regressors. The process governing the regressors is left completely free and the test procedure remains valid in small samples even in the presence of non-normalities and GARCH-type effects in the stock returns. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C12, C3, C32, G, G1, G14
August 22, 2003 Measuring Interest Rate Expectations in Canada Bank of Canada Review - Summer 2003 Grahame Johnson Financial market expectations regarding future changes in the target for the overnight rate of interest are an important source of information for the Bank of Canada. Financial markets are the mechanism through which the policy rate affects other financial variables, such as longer-term interest rates, the exchange rate, and other asset prices. An accurate measure of their expectations can therefore help policy-makers assess the potential impact of contemplated changes. Johnson focuses on the expectations hypothesis, which measures expectations of future levels of the target overnight rate as implied by current money market yields. Although expectations can be derived from the current yield on any short-term fixed-income asset, some assets have proven to be more accurate predictors than others. The implementation of a policy of fixed-announcements dates has coincided with the increased predictive power of these short-term assets. As a result of this improvement, a relatively simple model of the yield curve can now provide an accurate measure of financial market expectations. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Exchange rates, Financial markets, Interest rates
January 30, 2006 Annual Report 2005 In 2005, the Bank of Canada celebrated its 70th anniversary. Since the Bank opened its doors in March 1935, it has evolved into a national institution at the heart of Canada’s economy. We had a lot to celebrate in 2005—particularly our progress over the past 70 yearsand our continuing contribution to the economic and financial well-being of Canadians. Content Type(s): Publications, Annual Report
A Fresh Look at the Publication and Citation Gap Between Men and Women: Insights from Economics and Political Science Staff Working Paper 2025-13 Daniel Stockemer, Gabriela Galassi, Engi Abou-El-Kheir In recent years, significant efforts have been made to attract more women into academia and to support their careers, with the goal of increasing their representation. Content Type(s): Staff research, Staff working papers Research Topic(s): Labour markets JEL Code(s): A, A1, A14, I, I2, I23, J, J1, J16, J4, J44, J7, J71
Forward Guidance at the Effective Lower Bound: International Experience Staff Discussion Paper 2015-15 Karyne B. Charbonneau, Lori Rennison Forward guidance is one of the policy tools that a central bank can implement if it seeks to provide additional monetary stimulus when it is operating at the effective lower bound (ELB) on interest rates. It became more widely used during and after the global financial crisis. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Monetary policy and uncertainty, Monetary policy communications, Monetary policy framework, Monetary policy implementation, Monetary policy transmission JEL Code(s): E, E4, E43, E5, E52, E58, E6
Why Canada Needs a Flexible Exchange Rate Staff Working Paper 1999-12 John Murray This paper explores the arguments for and against a common currency for Canada and the United States and attempts to determine whether such an arrangement would offer any significant advantages for Canada compared with the present flexible exchange rate system. The paper first reviews the theoretical arguments advanced in the economics literature in support of fixed and flexible currency arrangements. A discussion of Canada's past experience with the two exchange rate systems follows, after which there is a survey of the empirical evidence published on Canada's current and prospective suitability for some form of fixed currency arrangement with the United States. The final section of the paper examines critically a number of concerns raised about the behaviour of the current flexible exchange rate system. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates JEL Code(s): F, F3, F31
Composite Likelihood Estimation of an Autoregressive Panel Probit Model with Random Effects Staff Working Paper 2019-16 Kerem Tuzcuoglu Modeling and estimating persistent discrete data can be challenging. In this paper, we use an autoregressive panel probit model where the autocorrelation in the discrete variable is driven by the autocorrelation in the latent variable. In such a non-linear model, the autocorrelation in an unobserved variable results in an intractable likelihood containing high-dimensional integrals. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit risk management, Econometric and statistical methods, Economic models JEL Code(s): C, C2, C23, C25, C5, C58, G, G2, G24
Market Timing of Long-Term Debt Issuance Staff Discussion Paper 2009-14 Jonathan Witmer The literature on market timing of long-term debt issuance yields mixed evidence that managers can successfully time their debt-maturity issuance. The early results that are indicative of debt-maturity timing are not robust to accounting for structural breaks or to other measures of debt maturity from firm-level data that account for call and put provisions in […] Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial markets, International topics JEL Code(s): G, G3, G30, G38
Monetary Policy, Credit Constraints and SME Employment Staff Working Paper 2022-49 Julien Champagne, Émilien Gouin-Bonenfant We revisit an old question: how do financial constraints affect the transmission of monetary policy to the real economy? To answer this question, we propose a simple empirical strategy that combines firm-level employment and balance sheet data, identified monetary policy shocks and survey data on financing activities. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Econometric and statistical methods, Firm dynamics, Labour markets, Monetary policy JEL Code(s): E, E2, E3, E4, E43, E5, E52, G, G3
Technology Adoption in Input-Output Networks Staff Working Paper 2019-51 Xintong Han, Lei Xu We study how input-output networks affect the speed of technology adoption. In particular, we model the decision to adopt the programming language Python 3 by software packages. Python 3 provides advanced features but is not backward compatible with Python 2, which implies it comes with adoption costs. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Firm dynamics, Productivity JEL Code(s): C, C6, C61, L, L2, L23, L8, L86, O, O1, O14, O3, O33