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Canada's mortgage insurance risk needs a better backstop fund, according to a new report released today by the C.D. Howe Institute. In “Mortgage Insurance as a Macroprudential Tool: Dealing with the Risk of a Housing Market Crash in Canada,” authors Thorsten V. Koeppl and James MacGee...
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This paper examines whether machine learning (ML) algorithms can outperform a linear model in predicting monthly growth in Canada of both house prices and existing home sales. The aim is to apply two widely used ML techniques (support vector regression and multilayer perceptron) in economic...
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This paper studies the spatial dependence of residential resale housing returns in ten major Canadian Census Metropolitan areas (or CMAs) from 1992Q4 to 2012Q4 and makes the following methodological contributions. Firstly, in the context of a spatial dynamic panel data model we use grid search...
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To identify and quantify downside risks to housing markets, we apply the house price-at-risk methodology to a sample of 37 cities across the United States and Canada using quarterly data from 1983 to 2018. This paper finds that downside risks to housing markets in the United States have...
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