The Bank of Canada's New Quarterly Projection Model, Part 2. A Robust Method for Simulating Forward-Looking Models Technical Report No. 73 John Armstrong, Richard Black, Douglas Laxton, David Rose In this report, we describe methods for solving economic models when expectations are presumed to have at least some element of consistency with the predictions of the model itself. We present analytical results that establish the convergence properties of alternative solution procedures for linear models with unique solutions. Only one method is guaranteed to converge, […] Content Type(s): Staff research, Technical reports Research Topic(s): Economic models JEL Code(s): C, C3, C32, C5, C53
Monetary Policy Pass-Through with Central Bank Digital Currency Staff Working Paper 2021-10 Janet Hua Jiang, Yu Zhu Many central banks are considering issuing a central bank digital currency (CBDC). This would introduce a new policy tool—interest on CBDC. We investigate how this new tool would interact with traditional monetary policy tools, such as the interest on central bank reserves. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Monetary policy transmission JEL Code(s): E, E5, E50, E52
Analytical Derivatives for Markov Switching Models Staff Working Paper 1995-7 Jeff Gable, Simon van Norden, Robert Vigfusson This paper derives analytical gradients for a broad class of regime-switching models with Markovian state-transition probabilities. Such models are usually estimated by maximum likelihood methods, which require the derivatives of the likelihood function with respect to the parameter vector. These gradients are usually calculated by means of numerical techniques. The paper shows that analytical gradients […] Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods
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 Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C13, C14, C2, C21
Conditioning Information and Variance Bounds on Pricing Kernels with Higher-Order Moments: Theory and Evidence Staff Working Paper 2006-38 Fousseni Chabi-Yo The author develops a strategy for utilizing higher moments and conditioning information efficiently, and hence improves on the variance bounds computed by Hansen and Jagannathan (1991, the HJ bound) and Gallant, Hansen, and Tauchen (1990, the GHT bound). Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Market structure and pricing JEL Code(s): C, C6, C61, G, G1, G12, G13
When Bad Things Happen to Good Banks: Contagious Bank Runs and Currency Crises Staff Working Paper 2004-18 Raphael Solomon The author develops a twin crisis model featuring multiple banks. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Financial institutions JEL Code(s): E, E5, E58, F, F3, F30, G, G2, G21
Efficient Hedging and Pricing of Equity-Linked Life Insurance Contracts on Several Risky Assets Staff Working Paper 2006-43 Alexander Melnikov, Yuliya Romanyuk The authors use the efficient hedging methodology for optimal pricing and hedging of equity-linked life insurance contracts whose payoff depends on the performance of several risky assets. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets JEL Code(s): D, D8, D81, G, G1, G10, G12
Credit Crunches from Occasionally Binding Bank Borrowing Constraints Staff Working Paper 2017-57 Tom D. Holden, Paul Levine, Jonathan Swarbrick We present a model in which banks and other financial intermediaries face both occasionally binding borrowing constraints and costs of equity issuance. Near the steady state, these intermediaries can raise equity finance at no cost through retained earnings. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Economic models, Financial markets JEL Code(s): E, E2, E22, E3, E32, E5, E51, G, G2
Model Uncertainty and Wealth Distribution Staff Working Paper 2019-48 Edouard Djeutem, Shaofeng Xu This paper studies the implications of model uncertainty for wealth distribution in a tractable general equilibrium model with a borrowing constraint and robustness à la Hansen and Sargent (2008). Households confront model uncertainty about the process driving the return of the risky asset, and they choose robust policies. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Business fluctuations and cycles, Economic models JEL Code(s): D, D3, D8, E, E2
What Can Stockouts Tell Us About Inflation? Evidence from Online Micro Data Staff Working Paper 2021-52 Alberto Cavallo, Oleksiy Kryvtsov Did supply disruptions and cost pressures play a role in rising inflation in 2020 during the COVID-19 pandemic? Using data collected from websites of large retailers in multiple sectors and countries, we show that shortages may indicate transitory inflationary pressures. Content Type(s): Staff research, Staff working papers Research Topic(s): Coronavirus disease (COVID-19), Inflation and prices JEL Code(s): D, D2, D22, E, E3, E31, E37