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9409 Results

Differentiable, Filter Free Bayesian Estimation of DSGE Models Using Mixture Density Networks

Staff Working Paper 2025-3 Chris Naubert
I develop a method for Bayesian estimation of globally solved, non-linear macroeconomic models. The method uses a mixture density network to approximate the initial state distribution. The mixture density network results in more reliable posterior inference compared with the case when the initial states are set to their steady-state values.
Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): C, C6, C61, C63, E, E3, E37, E4, E47
January 16, 2025

Speech: VersaFi (formerly Women in Capital Markets)

Managing the Bank of Canada’s balance sheet — Deputy Governor Toni Gravelle speaks before VersaFi (formerly Women in Capital Markets) (12:45 (ET) approx.).

January 16, 2025

Back to normal for the balance sheet

Speech summary Toni Gravelle VersaFi (formerly Women in Capital Markets) Toronto, Ontario
Deputy Governor Toni Gravelle provides an update on when quantitative tightening will end and explains how the Bank of Canada will manage its balance sheet going forward.
January 16, 2025

The end of quantitative tightening and what comes next

Remarks Toni Gravelle VersaFi (formerly Women in Capital Markets) Toronto, Ontario
Deputy Governor Toni Gravelle provides an update on when quantitative tightening will end and how the Bank of Canada will manage its balance sheet after that.

Non-Bank Dealing and Liquidity Bifurcation in Fixed-Income Markets

Staff Working Paper 2025-2 Michael Brolley, David Cimon
We model non-bank entry into fixed-income markets and state-dependent liquidity. Non-bank financial institutions improve liquidity more during normal times than in stress. Banks may become less reliable to marginal clients, exacerbating the difference in liquidity between normal and stressed times. Central bank lending during stress may limit this harmful division.
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