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Computing the Accuracy of Complex Non-Random Sampling Methods: The Case of the Bank of Canada's Business Outlook Survey

Staff working paper 2009-10 Daniel de Munnik, David Dupuis, Mark Illing
A number of central banks publish their own business conditions surveys based on complex non random sampling methods. The results of these surveys influence monetary policy decisions and thus affect expectations in financial markets. To date, however, no one has computed the accuracy of these surveys because their respective non-random sampling method renders this assessment non-trivial. This paper describes a methodology for modeling complex non-random sampling behaviour, and computing relevant measures of statistical confidence, based on a given survey’s historical selection practice. We apply this framework to the Bank of Canada’s Business Outlook Survey by describing the sampling method in terms of rules-based criteria, historical practices, and Bayesian probabilities. This allows us to replicate the firm selection process using Monte Carlo simulations on a comprehensive micro-dataset of Canadian firms. We find, under certain assumptions, no evidence that the Bank’s firm selection process results in biased estimates and/or wider confidence intervals.
September 23, 2025

Time to roll up our sleeves

Speech summary Tiff Macklem Saskatchewan Trade and Export Partnership and the Greater Saskatoon Chamber of Commerce Saskatoon, Saskatchewan
Governor Tiff Macklem outlines four megatrends that are transforming the global economic and financial landscape. He also talks about the structural reform needed to ensure Canada’s long-term prosperity.
March 24, 2020

Statement of G7 Finance Ministers and Central Bank Governors

Consistent with the direction from G7 Leaders, we are taking action and enhancing coordination on our dynamic domestic and international policy efforts to respond to the global health, economic, and financial impacts associated with the spread of the coronavirus disease 2019 (COVID-19).
Content Type(s): Press, Announcements

Alternative Futures for Government of Canada Debt Management

This paper presents four blue-sky ideas for lowering the cost of the Government of Canada’s debt without increasing the debt’s risk profile. We argue that each idea would improve the secondary-market liquidity of government debt, thereby increasing the demand for government bonds and thus lowering their cost at issuance.
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