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529 Results

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.

What’s Up with Unit Non-Response in the Bank of Canada’s Business Outlook Survey? The Effect of Staff Tenure

Staff discussion paper 2017-11 Sarah Miller, David Amirault, Laurent Martin
Since 1997, the Bank of Canada’s regional offices have been conducting the Business Outlook Survey (BOS), a quarterly survey of business conditions. Survey responses are gathered through face-to-face, confidential consultations with a sample of private sector firms representative of the various sectors, firm sizes and regions across Canada.

Should Bank Capital Regulation Be Risk Sensitive?

Staff working paper 2018-48 Toni Ahnert, James Chapman, Carolyn A. Wilkins
We present a simple model to study the risk sensitivity of capital regulation. A banker funds investment with uninsured deposits and costly capital, where capital resolves a moral hazard problem in the banker’s choice of risk.
December 9, 1995

Survey of the Canadian foreign exchange and derivatives markets

Since 1983, the Bank of Canada has conducted a triennial survey of foreign exchange market activity in Canada. The latest survey was done in April 1995 and covered activity in both the foreign exchange market and in the derivatives markets. The central banks of most other industrialized countries with active foreign exchange and derivatives markets also conducted similar surveys. This was the first time that markets for over-the-counter (OTC) derivatives were surveyed by central banks in a systematic and comprehensive fashion. The average daily turnover in the Canadian foreign exchange market, including foreign exchange derivatives, has continued to grow rapidly (by approximately 36 per cent to about U.S.$30 billion) since the last survey, although at a slower pace than during the 1980s. Foreign exchange and interest rate derivatives contracts dominate derivatives market activity, with equity and commodity derivatives activity being almost negligible in comparison. Through April 1995, daily turnover volume in Canadian foreign exchange and interest rate derivatives markets averaged about U.S.$19 billion and U.S.$15 billion, respectively, mostly in forward and swap transactions.

COVID-19 and Implications for Automation

Staff working paper 2021-25 Alex Chernoff, Casey Warman
Occupations held by females with mid-level education face the highest risk of accelerated automation as a result of the COVID-19 pandemic.
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