C8 - Data Collection and Data Estimation Methodology; Computer Programs

• Online Job Seekers in Canada: What Can We Learn from Bing Job Queries?

  Staff Analytical Note 2019-18 André Binette, Karyne B. Charbonneau, Nicholas Curtis, Gabriela Galassi, Scott Counts, Justin Cranshaw

  Labour markets in Canada and around the world are evolving rapidly with the digital economy. Traditional data are adapting gradually but are not yet able to provide timely information on this evolution.

  Content Type(s): Staff Research, Staff Analytical Notes Topic(s): Central bank research, Labour markets, Monetary Policy JEL Code(s): C, C8, C80, E, E2, E24, J, J2, J21

• 2017 Methods-of-Payment Survey: Sample Calibration and Variance Estimation

  Technical Report No. 114 Heng Chen, Marie-Hélène Felt, Christopher Henry

  This technical report describes sampling, weighting and variance estimation for the Bank of Canada’s 2017 Methods-of-Payment Survey. Under quota sampling, a raking ratio method is implemented to generate weights with both post-stratification and nonparametric nonresponse weight adjustments.

  Content Type(s): Technical Reports Topic(s): Econometric and statistical methods JEL Code(s): C, C8, C81, C83

• GDP by Industry in Real Time: Are Revisions Well Behaved?

  Staff Analytical Note 2018-40 Patrick Rizzetto

  The monthly data for real gross domestic product (GDP) by industry are used extensively in real time both to ground the Bank of Canada’s monitoring of economic activity and in the Bank’s nowcasting tools, making these data one of the most important high-frequency time series for Canadian nowcasting.

  Content Type(s): Staff Research, Staff Analytical Notes Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods JEL Code(s): C, C5, C53, C8, C82, E, E0, E01

• Assessing Vulnerabilities in Emerging-Market Economies

  Staff Discussion Paper 2018-13 Tatjana Dahlhaus, Alexander Lam

  This paper introduces a new tool to monitor economic and financial vulnerabilities in emerging-market economies. We obtain vulnerability indexes for several early warning indicators covering 26 emerging markets from 1990 to 2017 and use them to monitor the evolution of vulnerabilities before, during and after an economic or financial crisis.

  Content Type(s): Staff Research, Staff Discussion Papers Topic(s): International topics, Monetary and financial indicators, Recent economic and financial developments JEL Code(s): C, C8, C82, F, F3, F34, G, G0, G01, G1, G15

• Bootstrapping Mean Squared Errors of Robust Small-Area Estimators: Application to the Method-of-Payments Data

  Staff Working Paper 2018-28 Valéry Dongmo Jiongo, Pierre Nguimkeu

  This paper proposes a new bootstrap procedure for mean squared errors of robust small-area estimators. We formally prove the asymptotic validity of the proposed bootstrap method and examine its finite sample performance through Monte Carlo simulations.

  Content Type(s): Staff Research, Staff Working Papers Topic(s): Bank notes, Econometric and statistical methods JEL Code(s): C, C1, C13, C15, C8, C83, E, E4, E41

• On the Evolution of the United Kingdom Price Distributions

  Staff Working Paper 2018-25 Ba M. Chu, Kim Huynh, David T. Jacho-Chávez, Oleksiy Kryvtsov

  We propose a functional principal components method that accounts for stratified random sample weighting and time dependence in the observations to understand the evolution of distributions of monthly micro-level consumer prices for the United Kingdom (UK).

  Content Type(s): Staff Research, Staff Working Papers Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C1, C14, C8, C83, E, E3, E31, E37
• June 7, 2018

  The Bank of Canada’s Financial System Survey

  Financial System Review - June 2018 Guillaume Bédard-Pagé, Ian Christensen, Scott Kinnear, Maxime Leboeuf

  This report presents the details of a new semi-annual survey that will improve the Bank of Canada’s surveillance across the financial system and deepen efforts to engage with financial system participants. The survey collects expert opinions on the risks to and resilience of the Canadian financial system as well as on emerging trends and financial innovations. The report presents an overview of the survey and provides high-level results from the spring 2018 survey.

  Content Type(s): Publications, Financial System Review Article Topic(s): Financial Institutions, Financial markets, Financial services, Financial stability, Financial system regulation and policies, Recent economic and financial developments JEL Code(s): C, C8, C83, G, G1, G11, G18, G2, G28, G3, G32

• The Government of Canada Debt Securities Data Set

  Technical Report No. 112 Jeffrey Gao, Francisco Rivadeneyra, Gabriel Rodriguez Rondon

  We present the daily time series of the outstanding amounts of all Government of Canada marketable debt securities from July 2001 to June 2017.

  Content Type(s): Technical Reports Topic(s): Debt Management, Econometric and statistical methods, Financial markets JEL Code(s): C, C8, C80, G, G1, G10, H, H6, H63

• The Mode is the Message: Using Predata as Exclusion Restrictions to Evaluate Survey Design

  Staff Working Paper 2017-43 Heng Chen, Geoffrey R. Dunbar, Rallye Shen

  Changes in survey mode (e.g., online, offline) may influence the values of survey responses, and may be particularly problematic when comparing repeated cross-sectional surveys.

  Content Type(s): Staff Research, Staff Working Papers Topic(s): Econometric and statistical methods JEL Code(s): C, C8

• 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.

  Content Type(s): Staff Research, Staff Discussion Papers Topic(s): Econometric and statistical methods, Firm dynamics, Regional economic developments JEL Code(s): C, C2, C21, C8, C81, D, D2, D22