Anticipated Technology Shocks: A Re‐Evaluation Using Cointegrated Technologies Staff Working Paper 2017-11 Joel Wagner Two approaches have been taken in the literature to evaluate the relative importance of news shocks as a source of business cycle volatility. The first is an empirical approach that performs a structural vector autoregression to assess the relative importance of news shocks, while the second is a structural-model-based approach. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Productivity JEL Code(s): E, E3, E32
Convergence in a Stochastic Dynamic Heckscher-Ohlin Model Staff Working Paper 2006-23 Partha Chatterjee, Malik Shukayev The authors characterize the equilibrium for a small economy in a dynamic Heckscher-Ohlin model with uncertainty. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): F, F4, F43, O, O4, O41
Trading on Long-term Information Staff Working Paper 2020-20 Corey Garriott, Ryan Riordan Investors who trade based on good research are said to be the backbone of stock markets: They conduct research to discover the value of stocks and, through their trading, guide financial prices to reflect true value. What can make their job difficult is that high-speed, short-term traders could use machine learning and other technologies to infer when informed investors are trading. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial markets, Market structure and pricing JEL Code(s): G, G1, G14, G2, G20, L, L1
Identifying Asymmetric Comovements of International Stock Market Returns Staff Working Paper 2010-21 Fuchun Li Based on a new approach for measuring the comovements between stock market returns, we provide a nonparametric test for asymmetric comovements in the sense that stock market downturns will lead to stronger comovements than market upturns. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial stability, Financial system regulation and policies, International topics JEL Code(s): C, C4, C49, F, F2, F21, G, G1, G15, G19
Macroeconomic Predictions Using Payments Data and Machine Learning Staff Working Paper 2022-10 James Chapman, Ajit Desai We demonstrate the usefulness of payment systems data and machine learning models for macroeconomic predictions and provide a set of econometric tools to overcome associated challenges. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
The Term Structures of Loss and Gain Uncertainty Staff Working Paper 2020-19 Bruno Feunou, Ricardo Lopez Aliouchkin, Roméo Tedongap, Lai Xu We investigate the uncertainty around stock returns at different investment horizons. Since a return is either a loss or a gain, we categorize return uncertainty into two components—loss uncertainty and gain uncertainty. We then use these components to evaluate investment. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods JEL Code(s): G, G1, G12
Inventories, Markups, and Real Rigidities in Menu Cost Models Staff Working Paper 2009-6 Oleksiy Kryvtsov, Virgiliu Midrigan Real rigidities that limit the responsiveness of real marginal cost to output are a key ingredient of sticky price models necessary to account for the dynamics of output and inflation. We argue here, in the spirit of Bils and Kahn (2000), that the behavior of marginal cost over the cycle is directly related to that of inventories, data on which is readily available. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Monetary policy transmission JEL Code(s): E, E3, E31, F, F1, F12
An Assessment of the Bank of Canada's Term PRA Facility Staff Working Paper 2010-20 Emanuella Enenajor, Alex Sebastian, Jonathan Witmer This paper empirically assesses the effectiveness of the Bank of Canada's term Purchase and Resale Agreement (PRA) facility in reducing short-term bank funding pressures, as measured by the CDOR-OIS spread. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial stability JEL Code(s): E, E5, E58, G, G1, G12, G18
Expropriation Risk and FDI in Developing Countries: Does Return of Capital Dominate Return on Capital? Staff Working Paper 2017-9 M. Akhtaruzzaman, Nathan Berg, Christopher Hajzler Previously reported effects of institutional quality and political risks on foreign direct investment (FDI) are mixed and, therefore, difficult to interpret. We present empirical evidence suggesting a relatively clear, statistically robust, and intuitive characterization. Content Type(s): Staff research, Staff working papers Research Topic(s): Development economics, International financial markets JEL Code(s): D, D2, D23, F, F2, F21, F23
The Canadian Phillips Curve and Regime Shifting Staff Working Paper 2003-32 Frédérick Demers Phillips curves are generally estimated under the assumption of linearity and parameter constancy. Linear models of inflation, however, have recently been criticized for their poor forecasting performance. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C5, C52, E, E3, E31