Does Outward Foreign Investment Matter for Canadian Productivity? Evidence from Greenfield Investments Staff Working Paper 2018-31 Naveen Rai, Lena Suchanek, Maria Bernier This paper seeks to understand how outward foreign direct investment (FDI) affects the productivity of Canadian firms. We estimate the impact of outward greenfield investment on measures of firm-level productivity using FDI data from roughly 2,000 Canadian firms and more than 4,000 outward FDI projects over the 2003–14 period. Content Type(s): Staff research, Staff working papers Research Topic(s): Firm dynamics, Productivity JEL Code(s): D, D2, D24, F, F2, F21, F23
Perceived versus Calibrated Income Risks in Heterogeneous-Agent Consumption Models Staff Working Paper 2023-59 Tao Wang Perceived income risks reported in a survey of consumer expectations are more heterogeneous and, on average, lower than indirectly calibrated risks based on panel data. They prove to be one explanation for why a large fraction of households hold very little liquid savings and why accumulated wealth is widely unequal across households. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Monetary policy, Monetary policy and uncertainty JEL Code(s): D, D1, D14, E, E2, E21, E7, E71, G, G5, G51
Towards a HANK Model for Canada: Estimating a Canadian Income Process Staff Discussion Paper 2020-13 Iskander Karibzhanov How might one simulate a million realistic income paths and compute their statistical moments in under a second? Using CUDA-based methods to estimate the Canadian earnings process, I find that the distribution of labour income growth is sharply peaked with heavy tails—similar to that in the United States. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Labour markets JEL Code(s): D, D3, D31, E, E2, E24, J, J3, J31
A Simple Method for Extracting the Probability of Default from American Put Option Prices Staff Working Paper 2020-15 Bo Young Chang, Greg Orosi A put option is a financial contract that gives the holder the right to sell an asset at a specific price by (or at) a specific date. A put option can therefore provide its holder insurance against a large drop in the stock price. This makes the prices of put options an ideal source of information for a market-based measure of the probability of a firm’s default. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Financial markets, Market structure and pricing JEL Code(s): G, G1, G13, G3, G33
On the Existence and Fragility of Repo Markets Staff Working Paper 2012-17 Hajime Tomura This paper presents a model of an over-the-counter bond market in which bond dealers and cash investors arrange repurchase agreements (repos) endogenously. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial stability, Payment clearing and settlement systems JEL Code(s): G, G2, G24
September 20, 2022 Macroeconomics of the 2020s: What we’ve learned, and what’s to come Remarks Paul Beaudry University of Waterloo Faculty of Arts Distinguished Lecture in Economics Waterloo, Ontario Deputy Governor Paul Beaudry discusses the macroeconomic lessons we’ve learned during the COVID-19 pandemic, and what lies ahead to bring inflation back to target. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Coronavirus disease (COVID-19), Expectations, Inflation and prices, Inflation targets, International topics, Labour markets, Monetary policy implementation, Recent economic and financial developments
Estimating Large-Dimensional Connectedness Tables: The Great Moderation Through the Lens of Sectoral Spillovers Staff Working Paper 2021-37 Felix Brunner, Ruben Hipp Understanding the size of sectoral links is crucial to predicting the impact of a crisis on the whole economy. We show that statistical learning techniques substantially outperform traditional estimation techniques when measuring large networks of these links. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C2, C22, C5, C52, E, E2, E23, E27
Filling in the Blanks: Network Structure and Interbank Contagion Staff Working Paper 2014-26 Kartik Anand, Ben Craig, Goetz von Peter The network pattern of financial linkages is important in many areas of banking and finance. Yet bilateral linkages are often unobserved, and maximum entropy serves as the leading method for estimating counterparty exposures. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial institutions, Financial stability JEL Code(s): C, C6, C63, D, D8, D85, G, G2, G21, L, L1, L14
Decomposing Large Banks’ Systemic Trading Losses Staff Working Paper 2024-6 Radoslav Raykov Do banks realize simultaneous trading losses because they invest in the same assets, or because different assets are subject to the same macro shocks? This paper decomposes the comovements of bank trading losses into two orthogonal channels: portfolio overlap and common shocks. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability JEL Code(s): G, G1, G10, G11, G2, G20
Understanding Inflation Dynamics: The Role of Government Expenditures Staff Working Paper 2023-30 Chang Liu, Yinxi Xie We study the impact government expenditure has on inflation. We find that changes in government expenditure account for a substantial portion of inflation variations. We also find that inflation and inflation expectations respond negatively to fiscal spending shocks, reaffirming the supply-side channel through which inflation responds to fiscal expansions. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Fiscal policy, Inflation and prices JEL Code(s): E, E3, E6, E62, E63