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3035 Results

Housing and Tax-Deferred Retirement Accounts

Staff Working Paper 2016-24 Anson T. Y. Ho, Jie Zhou
Assets in tax-deferred retirement accounts (TDA) and housing are two major components of household portfolios. In this paper, we develop a life-cycle model to examine the interaction between households’ use of TDA and their housing decisions.
Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Housing JEL Code(s): C, C6, C61, D, D1, D14, D9, D91, E, E2, E21, H, H2, H24, R, R2, R21

What COVID-19 May Leave Behind: Technology-Related Job Postings in Canada

Staff Working Paper 2022-17 Alejandra Bellatin, Gabriela Galassi
COVID-19 affects technology adoption: online job postings for technology-related occupations fall less during pandemic lockdowns and pick up faster during reopenings than postings for more traditional occupations.

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

Home Equity Extraction and the Boom-Bust Cycle in Consumption and Residential Investment

Staff Working Paper 2018-6 Xiaoqing Zhou
The consumption boom-bust cycle in the 2000s coincided with large fluctuations in the volume of home equity borrowing. Contrary to conventional wisdom, I show that homeowners largely borrowed for residential investment and not consumption.
Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Economic models, Housing JEL Code(s): D, D1, E, E2, E3

Structural Multi-Equation Macroeconomic Models: Identification-Robust Estimation and Fit

Staff Working Paper 2009-19 Jean-Marie Dufour, Lynda Khalaf, Maral Kichian
Weak identification is likely to be prevalent in multi-equation macroeconomic models such as in dynamic stochastic general equilibrium setups. Identification difficulties cause the breakdown of standard asymptotic procedures, making inference unreliable.

Financial Intermediaries and the Macroeconomy: Evidence from a High-Frequency Identification

Staff Working Paper 2022-24 Pablo Ottonello, Wenting Song
We provide empirical evidence of effects to the aggregate economy from surprises about financial intermediaries’ net worth based on a high-frequency identification strategy. We estimate that news of a 1% decline in intermediaries’ net worth leads to a 0.2%–0.4% decrease in the market value of nonfinancial firms.

Understanding Monetary Policy and its Effects: Evidence from Canadian Firms Using the Business Outlook Survey

Staff Working Paper 2017-24 Matthieu Verstraete, Lena Suchanek
This paper shows (i) that business sentiment, as captured by survey data, matters for monetary policy decisions in Canada, and (ii) how business perspectives are affected by monetary policy shocks. Measures of business sentiment (soft data) are shown to have systematic explanatory power for monetary policy decisions over and above typical Taylor rule variables.
Content Type(s): Staff research, Staff working papers Research Topic(s): Firm dynamics, Interest rates, Monetary policy transmission JEL Code(s): D, D2, D22, E, E4, E44, E5, E52

The Private Equity Premium Puzzle Revisited

Staff Working Paper 2011-6 Katya Kartashova
In this paper, I extend the results of Moskowitz and Vissing-Jørgensen (2002) on the returns to entrepreneurial investments in the United States. First, following the authors’ methodology I replicate the original findings from the Survey of Consumer Finances (SCF) for the period 1989–1998 and show that the returns to private and public equity are similar.
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