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561 result(s)

Comparison of Bayesian and Sample Theory Parametric and Semiparametric Binary Response Models

We use graphic processing unit computing to compare Bayesian and sample theory semiparametric binary response models. Our findings show that optimal bandwidth does not outperform regular bandwidth in binary semiparametric models.
Content Type(s): Staff research, Staff working papers Research Topic(s): Credit risk management, Econometric and statistical methods JEL Code(s): C, C1, C14, C3, C35, C5, C51, C6, C63, D, D1

The Business Leaders’ Pulse—An Online Business Survey

This paper introduces the Business Leaders’ Pulse, a new online survey conducted each month. It is designed to provide timely and flexible input into the Bank of Canada’s monetary policy decision making by asking firms about their sales and employment growth expectations, the risks to their business outlook, and topical questions that address specific information needs of the Bank.

Unregulated Lending, Mortgage Regulations and Monetary Policy

Staff Working Paper 2022-28 Ugochi Emenogu, Brian Peterson
This paper evaluates the effectiveness of macroprudential policies when regulations are uneven across mortgage lender types. We look at credit tightening that results from macroprudential regulations and examine how much of it is counteracted by credit shifting to unregulated lenders. We also study the impact of monetary policy tightening when some lenders are unregulated.

Analyzing the house price boom in the suburbs of Canada’s major cities during the pandemic

Staff Analytical Note 2022-7 Louis Morel
We assess how location affects house prices in Canada. The gap in prices between suburbs and downtown was closing gradually before the pandemic. The gap has been closing faster since spring 2020. This finding reflects a shift in preferences toward more living space.

Endogenous Liquidity and Capital Reallocation

Staff Working Paper 2022-27 Wei Cui, Randall Wright, Yu Zhu
We study economies where firms acquire capital in primary markets then retrade it in secondary markets after information on idiosyncratic productivity arrives. Our secondary markets incorporate bilateral trade with search, bargaining and liquidity frictions.
Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Monetary policy JEL Code(s): E, E2, E22, E4, E44

More Than Words: Fed Chairs’ Communication During Congressional Testimonies

Staff Working Paper 2022-20 Michelle Alexopoulos, Xinfen Han, Oleksiy Kryvtsov, Xu Zhang
We measure soft information contained in the congressional testimonies of U.S. Federal Reserve Chairs and analyze its effect on financial markets. Increases in the Chair’s text-, voice-, or face-emotion indices during these testimonies generally raise stock prices and lower their volatility.

Identifying Financially Remote First Nations Reserves

Staff Discussion Paper 2022-11 Heng Chen, Walter Engert, Kim Huynh, Daneal O’Habib
Chen et al. (2021) show that almost one-third of First Nations band offices in Canada are within 1 kilometre (km) of an automated banking machine (ABM) or financial institution (FI) branch and more than half are within 5 km.

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.

Monetary Policy and Redistribution in Open Economies

Staff Working Paper 2022-6 Xing Guo, Pablo Ottonello, Diego Perez
We study how different types of monetary policy shape the distributional effects of external economic shocks on households’ consumption in a small open economy. Our results present a trade-off between maintaining overall stabilization and controlling consumption inequality.
Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rate regimes, Monetary policy JEL Code(s): E, E3, E32, E5, E52, F, F4, F41, F44
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