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3045 Results

November 12, 2015

Research

High-quality, innovative research underpins everything we do.

Financial Inclusion—What’s it Worth?

Staff Working Paper 2016-30 Miguel Ampudia, Michael Ehrmann
The paper studies the determinants of being unbanked in the euro area and the United States as well as the effects of being unbanked on wealth accumulation. Based on household-level data from The Eurosystem Household Finance and Consumption Survey and the U.S. Survey of Consumer Finances, it first documents that there are, respectively, 3.6 per cent and 7.5 per cent of unbanked households in the two economies.

Is anyone surprised? The high-frequency impact of US and domestic macroeconomic data announcements on Canadian asset prices

Staff Analytical Note 2025-10 Blake DeBruin Martos, Rodrigo Sekkel, Henry Stern, Xu Zhang
Using almost two decades of detailed high-frequency data, we show how Canadian interest rates, the CAD/USD spot exchange rate, and stock market returns react to both US and domestic macro announcements. We find that Canadian macroeconomic announcements invoke greater responses in short-term yields, whereas US macroeconomic announcements play an increasingly important role in the yield movements of longer-term assets.
Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Exchange rates, Financial markets JEL Code(s): G, G1, G14, G15

On the Value of Virtual Currencies

Staff Working Paper 2016-42 Wilko Bolt, Maarten van Oordt
This paper develops an economic framework to analyze the exchange rate of virtual currency. Three components are important: first, the current use of virtual currency to make payments; second, the decision of forward-looking investors to buy virtual currency (thereby effectively regulating its supply); and third, the elements that jointly drive future consumer adoption and merchant acceptance of virtual currency.
Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Digital currencies and fintech, Exchange rates JEL Code(s): E, E4, E42, E5, E51, F, F3, F31, G, G1

Estimating the Fractional Order of Integration of Interest Rates Using a Wavelet OLS Estimator

Staff Working Paper 2000-5 Greg Tkacz
The debate on the order of integration of interest rates has long focused on the I(1) versus I(0) distinction. In this paper, we use instead the wavelet OLS estimator of Jensen (1999) to estimate the fractional integration parameters of several interest rates for the United States and Canada from 1948 to 1999.
Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Interest rates JEL Code(s): C, C1, C13, E, E4, E43

How to Predict Financial Stress? An Assessment of Markov Switching Models

Staff Working Paper 2017-32 Benjamin Klaus, Thibaut Duprey
This paper predicts phases of the financial cycle by using a continuous financial stress measure in a Markov switching framework. The debt service ratio and property market variables signal a transition to a high financial stress regime, while economic sentiment indicators provide signals for a transition to a tranquil state.
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