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- Energy Research and Development Expenditures by Area of Technology (8)
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- General Social Survey - Education, Work and Retirement (6)
- General Social Survey - Family (65)
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- General Social Survey - Victimization (147)
- General Social Survey - Access to and Use of Information Communication Technology (14)
- Ethnic Diversity Survey (17)
- Annual Survey of the Aquaculture Industry (2)
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- Annual Survey of Service Industries: Food Services and Drinking Places (14)
- Annual Survey of Service Industries: Real Estate Rental and Leasing and Property Management (8)
- Annual Survey of Service Industries: Real Estate Agents, Brokers, Appraisers and Other Real Estate Activities (5)
- Survey of the Taxi and Limousine Services Industry (1)
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- Survey of Knowledge Management Practices (11)
- Health Services Access Survey (44)
- National Population Health Survey: Health Institutions Component, Longitudinal (5)
- National Population Health Survey: North Component (31)
- Retirement Savings Data (2)
- Investment in Building Construction (7)
- Maternity Experiences Survey (1)
- Joint Canada/United States Survey of Health (2)
- National Survey of Community Sector Organizations (3)
- General Social Survey - Social Identity (95)
- Monthly Civil Aviation Survey (11)
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- Financial Performance Data (27)
- Balance Sheet of the Agricultural Sector at December 31 (2)
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- Computer and peripherals price indexes (15)
- Victim Services Survey (14)
- Functional Foods and Natural Health Products Survey (5)
- Production of Poultry and Eggs (16)
- Farm Product Price Index (11)
- Telecommunications services producer price indexes (4)
- Culture Services Trade (9)
- Feed Grain Purchases Survey (3)
- Annual Industrial Consumption of Energy Survey (10)
- Canadian Community Health Survey - Nutrition (49)
- Business Conditions Survey for the Traveller Accommodation Industry (2)
- Information and Communications Technologies in Schools Survey (5)
- Civil Court Survey (20)
- Characteristics of Growth Firms (11)
- Longitudinal Immigration Database (134)
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- Wholesale Trade Commodity Survey by Origin and Destination (1)
- Couriers and Messengers Services Price Index (6)
- Survey of Principals (1)
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- International Survey of Reading Skills (2)
- Canadian Health Measures Survey (225)
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- National Survey of the Work and Health of Nurses (3)
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- Culture Trade - Goods (3)
- Annual Head Office Survey (2)
- Survey of Service Industries: Periodical Publishers (22)
- Survey of Business Incubation (4)
- Survey on the Vitality of Official-Language Minorities (19)
- Crop Protection Survey (1)
- Quarterly Industry Revenue Indices (1)
- Wholesale Services Price Index (31)
- Aboriginal Children's Survey (29)
- Health Research and Development Expenditures by Therapeutic Class (1)
- International Youth Survey (4)
- Commercial Rents Services Price Index (11)
- Canadian Coroner and Medical Examiner Database (13)
- Population projections on immigration and diversity for Canada and its regions (9)
- Projections of the Indigenous populations and households in Canada (11)
- Annual Survey of Service Industries: Spectator Sports, Event Promoters, Artists and Related Industries (19)
- Survey of Fraud Against Businesses (1)
- Retail Services Price Index (21)
- For-hire Motor Carrier Freight Services Price Index (13)
- Commercial and Industrial Machinery and Equipment Rental and Leasing Services Price Index (9)
- Canadian Survey of Experiences with Primary Health Care (4)
- Survey on the Commercialisation of Innovation (1)
- Longitudinal and International Study of Adults (29)
- Canadian Community Health Survey - Healthy Aging (16)
- Fertilizer Shipments Survey (9)
- Canadian Community Health Survey: Mental Health Stigma and Discrimination Content Module - Test (1)
- Grain Used for Industrial Purposes Survey (3)
- Investment in New Housing Construction (1)
- Entrepreneurship Indicators Database (11)
- Survey of Older Workers (3)
- Canadian Financial Capability Survey (14)
- Survey on Living with Chronic Diseases in Canada (2)
- Ontario Material Deprivation Survey (1)
- Annual Survey of Secondary Distributors of Refined Petroleum Products (2)
- Life After Service Survey (4)
- Canada's Core Public Infrastructure Survey (163)
- Crop Condition Assessment Program (5)
- National Household Survey (355)
- Survey of Young Canadians (4)
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- Electricity Disposition - Quarterly Residential Sector (1)
- Survey on Living with Neurological Conditions in Canada (3)
- Survey of Intellectual Property Management (18)
- Childhood National Immunization Coverage Survey (5)
- Quarterly Survey of Capital Expenditures - Oil and Gas Activities (1)
- Survey of Neurological Conditions in Institutions in Canada (2)
- Federal Patents, Licences and Royalties Survey (3)
- Barriers to Care for People with Chronic Health Conditions (1)
- Data Inventory Project (1)
- Research and Development Personnel (2)
- Consulting Services Price Index (6)
- Architectural, Engineering and Related Services Price Index (8)
- Hazardous Waste Management Industry Survey (1)
- Canadian Income Survey (110)
- Job Vacancy Statistics (5)
- Long-term Care Facilities Survey (1)
- Survey on the Use of Published Material (1)
- Canadian Survey of Economic Well-being (1)
- New Lending Services Price Index (6)
- Survey of Emergency Preparedness and Resilience in Canada (6)
- Passenger Air Services Price Index (2)
- Monthly Natural Gas Storage Survey (1)
- Infrastructure Construction Price Index (1)
- Farm Operating Expenses and Depreciation Charges (5)
- Monthly Natural Gas Distribution Survey (3)
- Job Vacancy and Wage Survey (55)
- General Social Survey: Canadians at Work and Home (33)
- Freight Rail Services Price Index (5)
- Model-based Principal Field Crop Estimates (1)
- Value of Inventory Change (5)
- Direct Payments to Agriculture Producers (4)
- Canadian National Health Survey (3)
- Canadian Health Survey on Children and Youth (36)
- Survey on Sexual Misconduct in the Canadian Armed Forces (9)
- Experimental New Condominium Apartment Price Index (8)
- Trade by Importer Characteristics - Goods (20)
- Monthly Survey of Smelters and Metal Refineries (2)
- Investment Banking Services Price Index (5)
- Canadian Survey of Cyber Security and Cybercrime (20)
- Annual Mineral Production Survey (8)
- Monthly Mineral Production Survey (6)
- National Fire Information Database (NFID) (7)
- Survey of Non-Bank Mortgage Lenders (3)
- Canadian Correctional Services Survey (27)
- Survey on Opioid Awareness (1)
- Nursing and Residential Care Facilities - Public (2)
- Survey of Safety in Public and Private Spaces (44)
- Canadian Housing Statistics Program (88)
- Study on International Money Transfers (5)
- Canadian Armed Forces Health Survey (1)
- Canadian Victim Services Indicators (1)
- Canadian Freight Analysis Framework (2)
- Canadian Health Survey on Seniors (9)
- Financial market statistics from the Toronto Stock Exchange (2)
- Canadian Housing Survey (81)
- Indigenous Peoples Survey - Nunavut Inuit Supplement (3)
- Survey on Home Health Care and Related Services (1)
- The Canadian Index of Multiple Deprivation (7)
- Producer Deliveries of Major Grains, Canada and selected provinces (1)
- Survey on Individual Safety in the Postsecondary Student Population (5)
- Wastewater-based estimates of drug consumption (8)
- Nova Scotia re-contact analytical file (1)
- Survey on Maternal Health (1)
- Weekly Rail Performance Indicators, Transport Canada (4)
- The Open Database of Buildings (ODB) (1)
- Survey on Early Learning and Child Care Arrangements (SELCCA) (46)
- Municipal Wastewater Systems in Canada (MWSC) (6)
- Canadian Alcohol and Drugs Survey (CADS) (1)
- Survey on Sexual Misconduct at Work (5)
- Survey of Intellectual Property Awareness and Use (7)
- Monthly Renewable Fuel and Hydrogen Survey (MRFHS) (7)
- Canadian international merchandise trade by industry for all countries (5)
- Gender Statistics (7)
- Survey of Postsecondary Faculty and Researchers (12)
- Monthly Energy Transportation and Storage Survey (4)
- The Open Database of Educational Facilities (3)
- Resale Residential Property Price Index (RRPPI) (1)
- Residential Property Price Index (RPPI) (8)
- Business Innovation and Growth Support (15)
- Canadian Tobacco and Nicotine Survey (1)
- New Motor Vehicle Registration Survey (27)
- Canadian Perspectives Survey Series (CPSS) (39)
- Survey of Employees under Federal Jurisdiction (1)
- Survey on Quality of Employment (1)
- Canada's external trade classified by Broad Economic Categories (2)
- Survey on Savings for Persons with Disabilities (1)
- Survey of Employers on Workers' Skills (2)
- Canadian Survey on Business Conditions (838)
- COVID-19 epidemiological reports (8)
- Impacts of the COVID-19 pandemic on postsecondary students (ICPPS) (7)
- Weekly Aircraft Movements (3)
- Impacts of COVID-19 on Canadian Victim Services (1)
- Survey on COVID-19 and Mental Health (4)
- Personal Protective Equipment Survey (15)
- Lending Services Price Index (LSPI) (4)
- Canadian Legal Problems Survey (6)
- Canadian Survey on the Provision of Child Care Services (609)
- Canadian COVID-19 Antibody and Health Survey (CCAHS) (16)
- Impacts of COVID-19 on Health Care Workers: Infection Prevention and Control (ICHCWIPC) (2)
- Survey on Mental Health and Stressful Events (SMHSE) (1)
- Nursing and Residential Care Facility Survey (NRCFS) (12)
- Survey on Before and After School Care in Canada (11)
- Survey on Accessibility in Federal Sector Organizations (SAFSO) (7)
- Survey on Access to Health Care and Pharmaceuticals During the Pandemic (9)
- COVID-19 Vaccination Coverage Survey (1)
- House of Commons Canada (3)
- Band Governance Management System (5351) (2)
- Portrait of Canadian Society (7)
- Agriculture and Agri-Food Labour Statistics Program (7)
- Canadian Social Survey (101)
- Survey on the Official Language Minority Population (SOLMP) (19)
- Emergency and recovery benefits (8)
- Canadian Tourism Activity Tracker (3)
- Simcoe Muskoka Opioid Overdose Cohort (9)
- Survey on Health Care Workers' Experiences During the Pandemic (6)
- Office of the Commissioner for Federal Judicial Affairs Canada (FJA) (2)
- Canadian Survey on Early Learning and Child Care (CSELCC) (24)
- Covid 19 Restrictions indexes; Daily (2)
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- Labour Market and Socio-economic Indicators (13)
- Survey Series on People and their Communities (14)
- ESDC Employee Wellness Survey (1)
- Release of new content from the Canadian Veteran Health Survey (1)
- Administrative Personal Income Masterfile (15)
- Survey on Local Food and Beneficial Management Practices (15)
- Trade by Exporter and Importer Characteristics - Services (STEC) (1)
- Survey on Accessible Print Materials (2)
- Survey on Early Learning and Child Care Arrangements - Children with Long-term Conditions and Disabilities (SELCCA - CLCD) (12)
- Survey on Health Care Access and Experiences - Primary and Specialist Care (SHCAE-PSC) (6)
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Portal
Results
All (26,625)
All (26,625) (50 to 60 of 26,625 results)
- Table: 14-10-0065-01Geography: Canada, Province or territoryFrequency: MonthlyDescription: Average hourly and weekly wage rate, and median hourly and weekly wage rate by permanent and temporary employees, union coverage, gender, and age group, monthly.Release date: 2026-08-07
- Table: 14-10-0067-01Geography: Canada, Province or territoryFrequency: MonthlyDescription: Number of employees by establishment size, North American Industry Classification System (NAICS), gender, and age group, monthly.Release date: 2026-08-07
- Table: 14-10-0069-01Geography: Canada, Province or territoryFrequency: MonthlyDescription: Number of employees covered and not covered by a union, by North American Industry Classification System (NAICS), gender, and age group.Release date: 2026-08-07
- Table: 14-10-0071-01Geography: Canada, Province or territoryFrequency: MonthlyDescription: Number of permanent and temporary employees by North American Industry Classification System (NAICS), gender and age group.Release date: 2026-08-07
- Table: 14-10-0075-01Geography: Canada, Province or territoryFrequency: MonthlyDescription: Number of employees working overtime (weekly) and average overtime hours by North American Industry Classification System (NAICS), gender and age group, last 5 months.Release date: 2026-08-07
- Table: 14-10-0077-01Geography: Canada, Province or territoryFrequency: MonthlyDescription: Supplementary unemployment rates by gender and age group, monthly.Release date: 2026-08-07
- Table: 14-10-0086-01Geography: CanadaFrequency: MonthlyDescription: Number of immigrants in the labour force (employment and unemployment) and not in the labour force, unemployment rate, participation rate, and employment rate, by educational attainment, immigrant status, gender, and age group.Release date: 2026-08-07
- Table: 14-10-0109-01Geography: CanadaFrequency: MonthlyDescription: Number of employees by weekly wage distributions, type of work, North American Industry Classification System (NAICS) and gender, monthly.Release date: 2026-08-07
- Table: 14-10-0117-01Geography: Canada, Province or territoryFrequency: MonthlyDescription: Number of persons in the labour force (employment and unemployment) and not in the labour force, unemployment rate, participation rate, and employment rate, by educational degree, gender and age group, monthly.Release date: 2026-08-07
- Table: 14-10-0121-01Geography: Canada, Province or territoryFrequency: MonthlyDescription: Number of hours lost by employees, by reason of full and part week absence and gender, monthly.Release date: 2026-08-07
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Data (13,294)
Data (13,294) (0 to 10 of 13,294 results)
- Table: 33-10-0036-01Geography: CanadaFrequency: DailyDescription:
This table contains 27 series, with data starting from 1981 (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (Not all combinations are available): Geography (1 item: Canada); Type of currency (27 items: Australian dollar, daily average; Brazilian real, daily average; Chinese renminbi, daily average; European euro, daily average; ...).
Release date: 2026-08-13 - Data Visualization: 71-607-XDescription: Statistics Canada produces a variety of interactive visualization tools that present data in a graphical form. These tools provide a useful way of interpreting trends behind our data on various social and economic topics.Release date: 2026-08-13
- Table: 18-10-0178-01Geography: CanadaFrequency: QuarterlyDescription:
Consulting Services Price Index (COSPI) by services. Quarterly data are available from the first quarter of 2014. The table presents data for the most recent reference period and the last four periods. The base period for the index is (2018=100).
Release date: 2026-08-13 - Table: 18-10-0178-02Geography: CanadaFrequency: QuarterlyDescription:
Consulting Services Price Index, percentage change (COSPI) by services. Quarterly data are available from the second quarter of 2014. The table presents quarter-to-quarter and year-to-year percentage changes for various aggregation levels. The base period for the index is (2018=100).
Release date: 2026-08-13 - Data Visualization: 71-607-X2022008Description: The Extractive Sector Transparency Measures Act (ESTMA) Data Portal is a collaboration between Statistics Canada and Natural Resources Canada, which administers the ESTMA. The ESTMA helps the Government of Canada deter corruption in the extractive sector by requiring extractive entities that are active in Canada to publicly disclose, on an annual basis, certain types of payments made to governments in Canada and abroad. The goal of the data portal is to increase the accessibility and utility of the payment information collected under the ESTMA by bringing together all available ESTMA data in one online location, and further enriching the payment data with analytical functions that help users to leverage the complete ESTMA dataset. The database has also been designed with mobility in mind to ensure that users and stakeholders have mobile access to ESTMA data.Release date: 2026-08-13
- Data Visualization: 71-607-X2023022Description: The Canadian Economic Tracker presents selected monthly indicators from Statistics Canada's Common Output Database Repository (CODR) to highlight interrelated dynamics within the Canadian economy.Release date: 2026-08-13
- Table: 10-10-0108-01Geography: CanadaFrequency: MonthlyDescription: This table contains 38 series, with data starting from 1935 (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (Not all combinations are available): Geography (1 items: Canada ...), Assets and liabilities (38 items: Total assets; Total; Government of Canada; bonds; Total; Government of Canada; direct and guaranteed securities; Government of Canada; Treasury Bills ...).Release date: 2026-08-13
- Table: 10-10-0139-01Geography: CanadaFrequency: DailyDescription: This table contains 39 series, with data for starting from 1991 (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (Not all combinations are available): Geography (1 item: Canada); Financial market statistics (39 items: Government of Canada Treasury Bills, 1-month (composite rates); Government of Canada Treasury Bills, 2-month (composite rates); Government of Canada Treasury Bills, 3-month (composite rates);Government of Canada Treasury Bills, 6-month (composite rates); ...).Release date: 2026-08-13
- Table: 10-10-0144-01Geography: CanadaFrequency: WeeklyDescription: This table contains 8 series, with data starting from 1992 (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (Not all combinations are available): Geography (1 item: Canada), Rates (8 items: Bank rate; Treasury bill auction - average yields: 3 month; Treasury bill auction - average yields: 6 month; Treasury bill auction - average yields: 1 year; ...).Release date: 2026-08-13
- Table: 34-10-0292-01Geography: Canada, Province or territory, Census metropolitan area, Census agglomeration, Census metropolitan area partFrequency: MonthlyDescription: Monthly building and demolition permits value of construction by type of structure and type of work.Release date: 2026-08-12
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Analysis (10,828)
Analysis (10,828) (60 to 70 of 10,828 results)
- Articles and reports: 12-001-X202600100004Description: We test the notion that a quasi-probabilistic method of selecting individuals within households (last birthday, LB) draws in a different sample compared to a non-probabilistic approach that selects respondents according to known parameters on age and gender (frequency matching, FM). With data from an original field experiment, we evaluate fieldwork efficiency (time and completed cases), economy (cost), success in recruiting a representative sample, and differences across a set of attitudinal and behavioral measures. We find that the FM approach performs better on efficiency and cost and achieves a comparable sample; importantly, this comparability extends across measures of personality traits and public opinion. With appropriate caveats, we conclude that researchers’ choice of selection methods should be guided by both theoretical benefits and practical tradeoffs.Release date: 2026-06-29
- Articles and reports: 12-001-X202600100005Description: Confidence intervals are very often constructed based on a probability distribution that uses a certain number of degrees of freedom as a parameter. This is the case with the Student and the modified Wilson confidence intervals, discussed in this article, which use quantiles from the Student distribution where the number of degrees of freedom is generally unknown. For the length of a confidence interval to be representative of the reliability of an estimate, the actual coverage rate must match the nominal rate. To that end, the number of degrees of freedom in the probability distribution used in practice to calculate the confidence interval must be estimated as precisely as possible. An approximate rule is often used, although it tends to overestimate the actual number of degrees of freedom. In this article, a more precise version of degrees of freedom, derived from the Satterthwaite approximation, is obtained in the context of the Canadian Census of Population. The sampling design is equivalent to a simple random design without replacement, cluster-stratified, and the variance estimation method is an adaptation of the balanced repeated replication method. An explicit expression of the degrees of freedom is obtained under these conditions, enabling the factors influencing them to be identified. For comparison, the degree of freedom formula is also established for the conventional variance estimator. A simulation study shows that using this version of degrees of freedom corrects the undercoverage problem observed with the approximate rule, showing the importance of accurately assessing this number.Release date: 2026-06-29
- Articles and reports: 12-001-X202600100006Description: We introduce a general framework for constructing master samples that preserve desirable design properties across panels. The core procedure is to order an initial probability sample. Since the final sequence must be robust to a uniform random rotation, we define and minimize an objective that aggregates panel-level performance across all possible circular panels. A final random rotation is applied to ensure design validity. The framework is flexible with respect to the choice of design criteria, such as spatial balance or marginal balance, and can be implemented efficiently using simulated annealing to obtain high-quality approximate solutions. By construction, the approach supports both positive and negative sample coordination for spatially balanced, marginally balanced, and doubly balanced samples. The method’s versatility is demonstrated through three applications: constructing a master sample with spatially balanced panels, marginally balanced panels, and doubly balanced panels.Release date: 2026-06-29
- Articles and reports: 12-001-X202600100007Description: National statistical institutes operate sample coordination systems to spread the response burden in business surveys. Despite the applied sample coordination and monitoring the response burden, some businesses might still be heavily sampled within a short period. This may lead to a peaking response burden for individual businesses, which could affect response rates and response quality. This paper proposes a new sample coordination method based on Adapted Spatially Correlated Poisson (ASCP) sampling that focuses on businesses with a high response burden. The effects on the response burden will be evaluated in two simulation studies and compared with a stratified approach, a pragmatic method in which sampling fractions are manually adjusted and with the baseline method of ignoring the response burden. For the simulations, real-world scenarios and data from Statistics Netherlands are used. The first simulation study considers a practical situation in which a given sample is adjusted with the aim to avoid the occurrence of businesses with a peaking response burden. The second simulation study analyzes the longer-term effects of the different sample coordination methods and focuses both on the reduction and spread of the response burden. The advantages and disadvantages of the different methods will be explained and discussed in detail, and recommendations for applying these methods at national statistical institutes and other survey agencies will be given.Release date: 2026-06-29
- Articles and reports: 12-001-X202600100008Description: This paper introduces an innovative and intuitive finite population sampling method that has been developed using a unique graphical framework. In this approach, first-order inclusion probabilities are represented as bars on a two-dimensional graph. By manipulating the positions of these bars, researchers can create a wide range of different sampling designs. This graphical visualization of sampling designs facilitates the exploration of alternative designs and may simplify certain aspects of the implementation compared to traditional mathematical algorithms. This novel approach holds significant promise for tackling complex challenges in sampling, such as achieving an optimal design. By applying a version of the greedy best-first search algorithm to this graphical approach, the potential for integrating intelligent algorithms into finite population sampling is demonstrated.Release date: 2026-06-29
- Articles and reports: 12-001-X202600100009Description: Combining estimates from independent surveys via inverse-variance weights can lead to negative bias when unknown variances are estimated and the target variable is non-negative and positively skewed. In such cases, strong positive correlations typically arise between the estimators and their corresponding variance estimators, causing standard linear combinations with inverse-variance weights to exhibit negative bias. We introduce a strikingly simple method to reduce bias: replace the standard weight with the ratio of the estimator to the variance estimator. Under a linear model linking the two, we show that the new ratio-weighted estimator is approximately unbiased, whereas the conventional inverse-variance combination exhibits downward bias. Through simulations, we demonstrate that the new method brings both the bias and the mean squared error closer to the optimum for a wide range of different target variables. As our method uses only standardly reported summary statistics, it can be immediately adopted to reduce this widespread bias and improve the reliability of scientific findings in various fields.Release date: 2026-06-29
- Articles and reports: 12-001-X202600100010Description: With the exception of two-phase sampling, the standard variance approximation of the generalized regression (GREG) estimator assumes that the population totals in the weighting scheme are observed without error. If the weighting model of the GREG estimator contains population totals that are observed with measurement error sources other than the sampling error of first-phase estimates, then this uncertainty will be ignored by the variance approximation of the GREG estimator. This paper proposes a variance approximation for the GREG estimator that accounts for additional uncertainty arising from measurement error in one or more of the population totals used in the weighting scheme. This approach has been developed for, and is being applied to, the Dutch Labour Force Survey (DLFS). The monthly publications of the DLFS are obtained with a time series model, which corrects for rotation group bias and discontinuities caused by major redesigns and the loss of face-to-face interviews during COVID-19. The GREG estimates for the quarterly figures are benchmarked to the average of the monthly publications to enforce numerical consistency between monthly and quarterly publication tables. The standard variance approximation of the GREG estimator assumes that these population totals are observed without error. This results in an underestimation of the variance of the GREG estimator. The variance approximation proposed in this paper results in more realistic standard errors for the quarterly GREG estimates.Release date: 2026-06-29
- Articles and reports: 12-001-X202600100011Description: We construct a hybrid Bayesian method, which includes a differentially private mechanism, to mask Census county totals for a U.S. state on acreage of a commodity. We use surrogates for data collected at the farm level from a past U.S. Census of Agriculture to illustrate our procedure. We use two Bayesian small area models (parametric and mixture) to accommodate the smaller counties with fewer farms and some counties with large acres. In these models, the Laplace distribution provides a differentially private mechanism. In pre-processing, we also incorporate the Census weights to form the observed total acreage, a scaling factor to the Laplace mechanism for each county, a square-root transformation of the observed total acreage to avoid negative masked estimates especially for small counties, and the p-percent rule and the 3+ rule to partition the counties into suppressed counties, non-sensitive counties and sensitive counties. Because of difficulties in specifying and tuning the privacy budget (an unknown parameter), to balance security and utility, we specify a prior for the privacy budget, where the values are not specified, and the Gibbs sampler is used to fit the hierarchical Bayesian models. In post-processing, we use Bayesian predictive inference to obtain masked county acreages, and this includes a benchmarking so that the masked state total matches the observed state total. As a measure of reliability of the Bayesian procedure, we use the posterior coefficients of variation for the masked posterior means of the counties. As a measure of utility, we use the absolute relative errors for the individual counties, together with other global measures. For the sensitive counties, there are some differences between the two small area models but both are much better than an individual area model; the mixture model being the best compromise for security and utility.Release date: 2026-06-29
- Articles and reports: 12-001-X202600100012Description: We propose small area estimators of general indicators in off-census years, which avoid the use of deprecated census microdata, but are nearly optimal in census years. The procedure is based on replacing the obsolete census file with a larger unit-level survey that adequately covers the areas of interest and contains the values of useful auxiliary variables. However, the minimal data requirement of the proposed method is a single survey with microdata on the target variable and suitable auxiliary variables for the period of interest. We also develop an estimator of the mean squared error (MSE) that accounts for the uncertainty introduced by the large survey used to replace the census of auxiliary information. Our empirical results indicate that the proposed predictors perform clearly better than the alternative predictors when census data are outdated, and are very close to optimal ones when census data are correct. They also illustrate that the proposed total MSE estimator corrects for the bias of purely model-based MSE estimators that do not account for the large survey uncertainty.Release date: 2026-06-29
- Articles and reports: 12-001-X202600100013Description: In the age of big data, nonprobability surveys are becoming increasingly abundant. Data integration techniques involving both probability and nonprobability surveys are being extensively used for providing improved estimates for finite population estimation. While much of the existing research has focused on mitigating selection bias in nonprobability surveys, the issue of measurement error within these surveys remains relatively unexplored. Statistical methods devised with the purpose of reducing selection bias are appropriate for reliable estimation, only under the assumption of accuracy of survey responses. Motivated by a recent case study of Kennedy, Mercer and Lau (2024), our research addresses bias from both measurement and sampling errors in nonprobability surveys. In this article, we propose a new data integration method that uses multiple probability and nonprobability surveys and leverages machine learning models to construct a composite estimator. The proposed composite estimator integrates probability and nonprobability surveys, when both contain response variables of interest. We analyze the performance of this estimator in comparison to an existing composite estimator in literature, analytically as well as empirically, using multiple survey data from Kennedy et al. (2024). Finally, we identify conditions under which the proposed estimator outperforms estimators based solely on probability surveys.Release date: 2026-06-29
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Reference (2,031)
Reference (2,031) (40 to 50 of 2,031 results)
- Surveys and statistical programs – Documentation: 72-212-X2025001Description: Data on income of census families, individuals and seniors are derived from the T1 Family File (T1FF). This file is based on information from the T1 form, Income Tax and Benefit Return, which Statistics Canada receives from Canada Revenue Agency (CRA) thirteen months after the end of the taxation year.Release date: 2025-07-18
- Surveys and statistical programs – Documentation: 98-20-00042026001Description: This fact sheet offers a summary of content changes for the 2026 Census specific to the following topics: date of birth (age), sex at birth and gender, relationship to Person 1, and marital status. The tested changes for each topic are explained, along with the resulting approach for 2026.Release date: 2025-07-04
- Surveys and statistical programs – Documentation: 98-20-00042026002Description: This fact sheet offers a summary of content changes for the 2026 Census specific to the following topics: languages and language of instruction. The tested changes for each topic are explained, along with the resulting approach for 2026.Release date: 2025-07-04
- Surveys and statistical programs – Documentation: 98-20-00042026003Description: This fact sheet offers a summary of content changes for the 2026 Census specific to the following topics: ethnic or cultural origins, religion, immigration, citizenship and place of birth. The tested changes for each topic are explained, along with the resulting approach for 2026.Release date: 2025-07-04
- Surveys and statistical programs – Documentation: 98-20-00042026004Description: This fact sheet offers a summary of content changes for the 2026 Census specific to the questions about Indigenous Peoples. The tested changes for each question are explained, along with the resulting approach for 2026.Release date: 2025-07-04
- 46. Content changes for the 2026 Census of Population: Income and expenditures, housing and homelessnessSurveys and statistical programs – Documentation: 98-20-00042026005Description: This fact sheet offers a summary of content changes for the 2026 Census specific to the following topics: income and expenditures, and housing and homelessness. The tested changes for each topic are explained, along with the resulting approach for 2026.Release date: 2025-07-04
- 47. Content changes for the 2026 Census of Population: Labour market activities, commuting and educationSurveys and statistical programs – Documentation: 98-20-00042026006Description: This fact sheet offers a summary of content changes for the 2026 Census specific to the following topics: labour market activities, commuting and education. The tested changes for each topic are explained, along with the resulting approach for 2026.Release date: 2025-07-04
- Surveys and statistical programs – Documentation: 98-20-00042026007Description: This fact sheet offers a summary of content changes for the 2026 Census specific to the question on Canadian military experience. The tested changes are explained, along with the resulting approach for 2026.Release date: 2025-07-04
- Surveys and statistical programs – Documentation: 98-20-00042026008Description: This fact sheet offers a summary of content changes for the 2026 Census specific to the questions on place of residence 1 year and 5 years ago (i.e., mobility). The tested changes are explained, along with the resulting approach for 2026.Release date: 2025-07-04
- Surveys and statistical programs – Documentation: 98-20-00042026009Description: This fact sheet offers a summary of content changes for the 2026 Census specific to the questions on activities of daily living. The tested changes are explained, along with the resulting approach for 2026.Release date: 2025-07-04
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