Filter results by
Search HelpKeyword(s)
Subject
- Selected: Statistical methods (1889)
- Administrative data (104)
- Collection and questionnaires (231)
- Data analysis (248)
- Disclosure control and data dissemination (68)
- Editing and imputation (85)
- Frames and coverage (60)
- History and context (89)
- Inference and foundations (97)
- Quality assurance (171)
- Response and nonresponse (140)
- Simulations (25)
- Statistical techniques (179)
- Survey design (269)
- Time series (46)
- Weighting and estimation (561)
- Other content related to Statistical methods (103)
Year of publication
- 2005 (125)
- 2008 (118)
- 2009 (115)
- 2002 (107)
- 2007 (84)
- 2004 (74)
- 2014 (72)
- 2016 (69)
- 2022 (67)
- 2024 (63)
- 2020 (57)
- 2021 (53)
- 2019 (44)
- 2006 (43)
- 1995 (40)
- 1999 (38)
- 2000 (38)
- 2015 (38)
- 2018 (36)
- 2010 (33)
- 1997 (31)
- 1998 (31)
- 2011 (31)
- 2003 (29)
- 2012 (28)
- 2017 (28)
- 1990 (25)
- 2001 (25)
- 2023 (25)
- 1988 (23)
- 1980 (21)
- 1989 (21)
- 1994 (21)
- 1985 (20)
- 2013 (20)
- 1991 (19)
- 1993 (19)
- 1986 (18)
- 1987 (18)
- 1992 (17)
- 1996 (14)
- 1978 (13)
- 1984 (13)
- 1979 (11)
- 1983 (11)
- 1981 (10)
- 1982 (5)
- 1975 (2)
- 1977 (1)
Author(s)
Survey or statistical program
- Census of Population (27)
- Survey of Labour and Income Dynamics (22)
- Canadian Community Health Survey - Annual Component (13)
- Canadian Health Measures Survey (13)
- Labour Force Survey (12)
- Canadian Income Survey (12)
- Consumer Price Index (7)
- Longitudinal and International Study of Adults (7)
- Uniform Crime Reporting Survey (6)
- Survey of Household Spending (5)
- Annual Income Estimates for Census Families and Individuals (T1 Family File) (5)
- National Balance Sheet Accounts (4)
- Survey of Knowledge Management Practices (4)
- Longitudinal Immigration Database (4)
- National Gross Domestic Product by Income and by Expenditure Accounts (3)
- Canadian Cancer Registry (3)
- Vital Statistics - Death Database (3)
- Distributions of household economic accounts for wealth of Canadian households (3)
- Gross Domestic Product by Industry - National (Monthly) (2)
- Monthly Oil and Other Liquid Petroleum Products Pipeline Survey (2)
- Survey of Employment, Payrolls and Hours (2)
- Survey of Financial Security (2)
- Indigenous Peoples Survey (2)
- Canadian Survey on Disability (2)
- Households and the Environment Survey (2)
- Survey of Innovation (2)
- National Longitudinal Survey of Children and Youth (2)
- Time Use Survey (2)
- Mental Health and Access to Care Survey (MHACS) (2)
- General Social Survey - Social Identity (2)
- Biennial Drinking Water Plants Survey (2)
- National Household Survey (2)
- Bank of Canada (2)
- Longitudinal Employment Analysis Program (2)
- Waste Management Industry Survey: Government Sector (1)
- National Tourism Indicators (1)
- Biennial Waste Management Survey (1)
- Monthly Electricity Supply and Disposition Survey (1)
- Annual Electricity Supply and Disposition Survey (1)
- Monthly New Motor Vehicle Sales Survey (1)
- Financial and Taxation Statistics for Enterprises (1)
- Monthly Passenger Bus and Urban Transit Survey (1)
- Stock and Consumption of Fixed Non-residential Capital (1)
- Tuition and Living Accommodation Costs (1)
- National Population Health Survey: Household Component, Longitudinal (1)
- Vital Statistics - Birth Database (1)
- Census of Agriculture (1)
- Survey of Consumer Finances (1)
- Food Expenditure Survey (1)
- Annual Demographic Estimates: Canada, Provinces and Territories (1)
- Annual Survey of Research and Development in Canadian Industry (1)
- Research and Development of Canadian Private Non-Profit Organizations (1)
- Survey of Advanced Technology (1)
- Biotechnology Use and Development Survey (1)
- Programme for the International Assessment of Adult Competencies (1)
- Longitudinal Survey of Immigrants to Canada (1)
- General Social Survey - Giving, Volunteering and Participating (1)
- Canadian Tobacco, Alcohol and Drugs Survey (1)
- General Social Survey - Victimization (1)
- Canadian Community Health Survey - Nutrition (1)
- Canadian System of Environmental-Economic Accounts - Physical Flow Accounts (1)
- Air Quality Indicators (1)
- Freshwater Quality Indicator (1)
- Projections of the Indigenous populations and households in Canada (1)
- Canadian Survey of Experiences with Primary Health Care (1)
- Government Finance Statistics (1)
- Data Inventory Project (1)
- Gross Domestic Expenditures on Research and Development (1)
- Residential Property Values (1)
- General Social Survey: Canadians at Work and Home (1)
- Canadian Employer-Employee Dynamics Database (1)
- Canadian National Health Survey (1)
- Investment Banking Services Price Index (1)
- Survey of Safety in Public and Private Spaces (1)
- Canadian Housing Statistics Program (1)
- Study on International Money Transfers (1)
- Canadian Housing Survey (1)
- Survey on Early Learning and Child Care Arrangements (SELCCA) (1)
- Canadian Perspectives Survey Series (CPSS) (1)
- Canadian Survey on Business Conditions (1)
- Canada Mortgage and Housing Corporation (1)
Results
All (1,889)
All (1,889) (1,770 to 1,780 of 1,889 results)
- Articles and reports: 12-001-X198600214451Description:
The Canadian Census of Construction (COC) uses a complex plan for sampling small businesses (those having a gross income of less than $750,000). Stratified samples are drawn from overlapping frames. Two subsamples are selected independently from one of the samples, and more detailed information is collected on the businesses in the subsamples. There are two possible methods of estimating totals for the variables collected in the subsamples. The first approach is to determine weights based on sampling rates. A number of different weights must be used. The second approach is to impute values to the businesses included in the sample but not in the subsamples. This approach creates a complete “rectangular” sample file, and a single weight may then be used to produce estimates for the population. This “large-scale imputation” technique is presently applied for the Census of Construction. The purpose of the study is to compare the figures obtained using various estimation techniques with the estimates produced by means of large-scale imputation.
Release date: 1986-12-15 - Articles and reports: 12-001-X198600214462Description:
In the presence of unit nonresponse, two types of variables can sometimes be observed for units in the “intended” sample s, namely, (a) variables used to estimate the response mechanism (the response probabilities), (b) variables (here called co-variates) that explain the variable of interest, in the usual regression theory sense. This paper, based on Särndal and Swensson (1985 a, b), discusses nonresponse adjusted estimators with and without explicit involvement of co-variates. We conclude that the presence of strong co-variates in an estimator induces several favourable properties. Among other things, estimators making use of co-variates are considerably more resistant to nonresponse bias. We discuss the calculation of standard error and valid confidence intervals for estimators involving co-variates. The structure of the standard error is examined and discussed.
Release date: 1986-12-15 - 1,773. Ratio estimation with subsampling the nonrespondents ArchivedArticles and reports: 12-001-X198600214463Description:
The procedure of subsampling the nonrespondents suggested by Hansen and Hurwitz (1946) is considered. Post-stratification prior to the subsampling is examined. For the mean of a characteristic of interest, ratio estimators suitable for different practical situations are proposed and their merits are examined. Suitable ratio estimators are also suggested for the situations in which the Hard-Core are present.
Release date: 1986-12-15 - 1,774. The treatment of missing survey data ArchivedArticles and reports: 12-001-X198600114404Description:
Missing survey data occur because of total nonresponse and item nonresponse. The standard way to attempt to compensate for total nonresponse is by some form of weighting adjustment, whereas item nonresponses are handled by some form of imputation. This paper reviews methods of weighting adjustment and imputation and discusses their properties.
Release date: 1986-06-16 - 1,775. On the definitions of response rates ArchivedArticles and reports: 12-001-X198600114437Description:
In this paper, different types of response/nonresponse and associated measures such as rates are provided and discussed together with their implications on both estimation and administrative procedures. The missing data problems lead to inconsistent terminology related to nonresponse such as completion rates, eligibility rates, contact rates, and refusal rates, many of which can be defined in different ways. In addition, there are item nonresponse rates as well as characteristic response rates. Depending on the uses, the rates may be weighted or unweighted.
Release date: 1986-06-16 - 1,776. Some optimality results in the presence of nonresponse ArchivedArticles and reports: 12-001-X198600114438Description:
Using the optimal estimating functions for survey sampling estimation (Godambe and Thompson 1986), we obtain some optimality results for nonresponse situations in survey sampling.
Release date: 1986-06-16 - 1,777. Basic ideas of multiple imputation for nonresponse ArchivedArticles and reports: 12-001-X198600114439Description:
Multiple imputation is a technique for handling survey nonresponse that replaces each missing value created by nonresponse by a vector of possible values that reflect uncertainty about which values to impute. A simple example and brief overview of the underlying theory are used to introduce the general procedure.
Release date: 1986-06-16 - 1,778. Imputation options in a generalized edit and imputation system ArchivedArticles and reports: 12-001-X198600114440Description:
Statistics Canada has undertaken a project to develop a generalized edit and imputation system, the intent of which is to meet the processing requirements of most of its surveys. The various approaches to imputation for item non-response, which have been proposed, will be discussed. Important issues related to the implementation of these proposals into a generalized setting will also be addressed.
Release date: 1986-06-16 - 1,779. The maximum likelihood method for non-response in sample surveys ArchivedArticles and reports: 12-001-X198600114441Description:
The analysis of survey data becomes difficult in the presence of incomplete responses. By the use of the maximum likelihood method, estimators for the parameters of interest and test statistics can be generated. In this paper the maximum likelihood estimators are given for the case where the data is considered missing at random. A method for imputing the missing values is considered along with the problem of estimating the change points in the mean. Possible extensions of the results to structured covariances and to non-randomly incomplete data are also proposed.
Release date: 1986-06-16 - 1,780. Statistical editing and imputation for periodic business surveys ArchivedArticles and reports: 12-001-X198600114442Description:
For periodic business surveys which are conducted on a monthly, quarterly or annual basis, the data for responding units must be edited and the data for non-responding units must be imputed. This paper reports on methods which can be used for editing and imputing data. The editing is comprised of consistency and statistical edits. The imputation is done for both total non-response and partial non-response.
Release date: 1986-06-16
- Previous Go to previous page of All results
- 1 Go to page 1 of All results
- ...
- 176 Go to page 176 of All results
- 177 Go to page 177 of All results
- 178 (current) Go to page 178 of All results
- 179 Go to page 179 of All results
- 180 Go to page 180 of All results
- ...
- 189 Go to page 189 of All results
- Next Go to next page of All results
Stats in brief (81)
Stats in brief (81) (50 to 60 of 81 results)
- Stats in brief: 11-001-X201924221205Description: Release published in The Daily – Statistics Canada’s official release bulletinRelease date: 2019-08-30
- Stats in brief: 11-001-X201917920478Description: Release published in The Daily – Statistics Canada’s official release bulletinRelease date: 2019-06-28
- 53. Methodology used to create indicators of profit shifting by multinational enterprises operating in Canada ArchivedStats in brief: 11-001-X201916521283Description: Release published in The Daily – Statistics Canada’s official release bulletinRelease date: 2019-06-14
- Stats in brief: 11-001-X201833719274Description: Release published in The Daily – Statistics Canada’s official release bulletinRelease date: 2018-12-03
- Stats in brief: 11-001-X201828519106Description: Release published in The Daily – Statistics Canada’s official release bulletinRelease date: 2018-10-12
- Stats in brief: 11-627-M2018023Description:
This infographic denotes the process taken by Statistics Canada in collaboration with data providers and other stakeholders to review and standardize the collection of data on unfounded incidents through the Uniform Crime Reporting Survey, and the release of data to the public.
Release date: 2018-07-12 - 57. One Hundred Years and Counting ArchivedStats in brief: 11-629-X2018002Description:
Celebrate Statistics Canada’s centennial by looking back on our journey with Canada.
Release date: 2018-03-16 - 58. One Hundred Years and Counting ArchivedStats in brief: 11-001-X201807518543Description: Release published in The Daily – Statistics Canada’s official release bulletinRelease date: 2018-03-16
- Stats in brief: 11-001-X201800817781Description: Release published in The Daily – Statistics Canada’s official release bulletinRelease date: 2018-01-08
- Stats in brief: 11-001-X201735217723Description: Release published in The Daily – Statistics Canada’s official release bulletinRelease date: 2017-12-18
- Previous Go to previous page of Stats in brief results
- 1 Go to page 1 of Stats in brief results
- 2 Go to page 2 of Stats in brief results
- 3 Go to page 3 of Stats in brief results
- 4 Go to page 4 of Stats in brief results
- 5 Go to page 5 of Stats in brief results
- 6 (current) Go to page 6 of Stats in brief results
- 7 Go to page 7 of Stats in brief results
- 8 Go to page 8 of Stats in brief results
- 9 Go to page 9 of Stats in brief results
- Next Go to next page of Stats in brief results
Articles and reports (1,783)
Articles and reports (1,783) (30 to 40 of 1,783 results)
- 31. Evaluating sampling methods for ethnic minorities ArchivedArticles and reports: 11-522-X202200100014Description: Ethnic minorities are often underrepresented in survey research, due to the challenges many researchers face in including these populations. While some studies discuss several methods in comparison, few have directly compared these methods empirically, leaving researchers seeking to include ethnic minorities in their studies unsure of their best options. In this article, I briefly review the methodological and ethical reasons for increasing ethnic minority representation in social science research, as well as challenges of doing so. I then present findings from ten studies which empirically compare methods of sampling and/or recruiting ethnic minority individuals. Finally, I discuss some implications for future research.Release date: 2024-03-25
- Articles and reports: 11-522-X202200100015Description: We present design-based Horvitz-Thompson and multiplicity estimators of the population size, as well as of the total and mean of a response variable associated with the elements of a hidden population to be used with the link-tracing sampling variant proposed by Félix-Medina and Thompson (2004). Since the computation of the estimators requires to know the inclusion probabilities of the sampled people, but they are unknown, we propose a Bayesian model which allows us to estimate them, and consequently to compute the estimators of the population parameters. The results of a small numeric study indicate that the performance of the proposed estimators is acceptable.Release date: 2024-03-25
- 33. From theory to practice: Lessons learned from implementing the Network Sampling with Memory method ArchivedArticles and reports: 11-522-X202200100016Description: To overcome the traditional drawbacks of chain sampling methods, the sampling method called “network sampling with memory” was developed. Its unique feature is to recreate, gradually in the field, a frame for the target population composed of individuals identified by respondents and to randomly draw future respondents from this frame, thereby minimizing selection bias. Tested for the first time in France between September 2020 and June 2021, for a survey among Chinese immigrants in Île-de-France (ChIPRe), this presentation describes the difficulties encountered during collection—sometimes contextual, due to the pandemic, but mostly inherent to the method.Release date: 2024-03-25
- Articles and reports: 11-522-X202200100018Description: The Longitudinal Social Data Development Program (LSDDP) is a social data integration approach aimed at providing longitudinal analytical opportunities without imposing additional burden on respondents. The LSDDP uses a multitude of signals from different data sources for the same individual, which helps to better understand their interactions and track changes over time. This article looks at how the ethnicity status of people in Canada can be estimated at the most detailed disaggregated level possible using the results from a variety of business rules applied to linked data and to the LSDDP denominator. It will then show how improvements were obtained using machine learning methods, such as decision trees and random forest techniques.Release date: 2024-03-25
- Articles and reports: 11-522-X202200100019Description: The purpose of this article is to compare the linkage results for individuals from French tax sources with those of the 2019 Enquête Annuelle de Recensement (EAR), obtained through different methods. Such a comparison will decide whether the Répertoires Statistiques d'Individus et de Logements (Résil) program should be equipped with a probabilistic matching tool for its administrative source identification and matching engine.Release date: 2024-03-25
- 36. Record linkage techniques to identify 2021 Canadian Census dwellings in the new Statistical Building Register ArchivedArticles and reports: 11-522-X202200100020Description: The reconciliation of 2021 census dwellings with the new Statistical Building Register (SBgR) presented linkage challenges. The Census of Population collected information from various dwelling types. For a large proportion of the population, mailing addresses were at the centre: they were used for reaching out to people and collected as contact info. In parallel, the register environment has been evolving. The agency is transitioning from the Address Register (AR) to the SBgR holding both mailing and location addresses, while also covering non-residential buildings. The reconciliation was conducted using a combination of systems, notably the new Register Matching Engine (RME) for difficult cases. The RME holds an interesting range of sophisticated string comparators. A deterministic linkage approach was used, while incorporating some data knowledge like the entropy. Through metadata, the matching expert could also reduce the amounts of false positives and false negatives.Release date: 2024-03-25
- Articles and reports: 75-005-M2024001Description: From 2010 to 2019, the Labour Force Survey (LFS) response rate – or the proportion of selected households who complete an LFS interview – had been on a slow downward trend, due to a range of social and technological changes which have made it more challenging to contact selected households and to persuade Canadians to participate when they are contacted. These factors were exacerbated by the COVID-19 pandemic, which resulted in the suspension of face-to-face interviewing between April 2020 and fall 2022. Statistics Canada is committed to restoring LFS response rates to the greatest extent possible. This technical paper discusses two initiatives that are underway to ensure that the LFS estimates continue to provide an accurate and representative portrait of the Canadian labour market.Release date: 2024-02-16
- Articles and reports: 75F0002M2024002Description: This discussion paper describes considerations for applying the Market Basket Measure (MBM) methodology onto a purely administrative data source. The paper will begin by outlining a rationale for estimating MBM poverty statistics using administrative income data sources. It then explains a proposal for creating annual samples along with the caveats of creating these samples, followed by a brief analysis using the proposed samples. The paper concludes with potential future improvements to the samples and provides the opportunity for reader’s feedback.Release date: 2024-02-08
- Articles and reports: 13-604-M2024001Description: This documentation outlines the methodology used to develop the Distributions of household economic accounts published in January 2024 for the reference years 2010 to 2023. It describes the framework and the steps implemented to produce distributional information aligned with the National Balance Sheet Accounts and other national accounts concepts. It also includes a report on the quality of the estimated distributions.Release date: 2024-01-22
- Articles and reports: 11-633-X2024001Description: The Longitudinal Immigration Database (IMDB) is a comprehensive source of data that plays a key role in the understanding of the economic behaviour of immigrants. It is the only annual Canadian dataset that allows users to study the characteristics of immigrants to Canada at the time of admission and their economic outcomes and regional (inter-provincial) mobility over a time span of more than 35 years.Release date: 2024-01-22
- Previous Go to previous page of Articles and reports results
- 1 Go to page 1 of Articles and reports results
- 2 Go to page 2 of Articles and reports results
- 3 Go to page 3 of Articles and reports results
- 4 (current) Go to page 4 of Articles and reports results
- 5 Go to page 5 of Articles and reports results
- 6 Go to page 6 of Articles and reports results
- 7 Go to page 7 of Articles and reports results
- ...
- 179 Go to page 179 of Articles and reports results
- Next Go to next page of Articles and reports results
Journals and periodicals (25)
Journals and periodicals (25) (0 to 10 of 25 results)
- Journals and periodicals: 11-522-XDescription: Since 1984, an annual international symposium on methodological issues has been sponsored by Statistics Canada. Proceedings have been available since 1987.Release date: 2024-06-28
- Journals and periodicals: 12-001-XGeography: CanadaDescription: The journal publishes articles dealing with various aspects of statistical development relevant to a statistical agency, such as design issues in the context of practical constraints, use of different data sources and collection techniques, total survey error, survey evaluation, research in survey methodology, time series analysis, seasonal adjustment, demographic studies, data integration, estimation and data analysis methods, and general survey systems development. The emphasis is placed on the development and evaluation of specific methodologies as applied to data collection or the data themselves.Release date: 2024-06-25
- Journals and periodicals: 75F0002MDescription: This series provides detailed documentation on income developments, including survey design issues, data quality evaluation and exploratory research.Release date: 2024-04-26
- Journals and periodicals: 11-633-XDescription: Papers in this series provide background discussions of the methods used to develop data for economic, health, and social analytical studies at Statistics Canada. They are intended to provide readers with information on the statistical methods, standards and definitions used to develop databases for research purposes. All papers in this series have undergone peer and institutional review to ensure that they conform to Statistics Canada's mandate and adhere to generally accepted standards of good professional practice.Release date: 2024-01-22
- Journals and periodicals: 12-206-XDescription: This report summarizes the annual achievements of the Methodology Research and Development Program (MRDP) sponsored by the Modern Statistical Methods and Data Science Branch at Statistics Canada. This program covers research and development activities in statistical methods with potentially broad application in the agency’s statistical programs; these activities would otherwise be less likely to be carried out during the provision of regular methodology services to those programs. The MRDP also includes activities that provide support in the application of past successful developments in order to promote the use of the results of research and development work. Selected prospective research activities are also presented.Release date: 2023-10-11
- Journals and periodicals: 92F0138MDescription:
The Geography working paper series is intended to stimulate discussion on a variety of topics covering conceptual, methodological or technical work to support the development and dissemination of the division's data, products and services. Readers of the series are encouraged to contact the Geography Division with comments and suggestions.
Release date: 2019-11-13 - Journals and periodicals: 89-20-0001Description:
Historical works allow readers to peer into the past, not only to satisfy our curiosity about “the way things were,” but also to see how far we’ve come, and to learn from the past. For Statistics Canada, such works are also opportunities to commemorate the agency’s contributions to Canada and its people, and serve as a reminder that an institution such as this continues to evolve each and every day.
On the occasion of Statistics Canada’s 100th anniversary in 2018, Standing on the shoulders of giants: History of Statistics Canada: 1970 to 2008, builds on the work of two significant publications on the history of the agency, picking up the story in 1970 and carrying it through the next 36 years, until 2008. To that end, when enough time has passed to allow for sufficient objectivity, it will again be time to document the agency’s next chapter as it continues to tell Canada’s story in numbers.
Release date: 2018-12-03 - Journals and periodicals: 12-605-XDescription:
The Record Linkage Project Process Model (RLPPM) was developed by Statistics Canada to identify the processes and activities involved in record linkage. The RLPPM applies to linkage projects conducted at the individual and enterprise level using diverse data sources to create new data sources to meet analytical and operational needs.
Release date: 2017-06-05 - 9. Demosim: An Overview of Methods and Data Sources ArchivedJournals and periodicals: 91-621-XDescription:
This document briefly describes Demosim, the microsimulation population projection model, how it works as well as its methods and data sources. It is a methodological complement to the analytical products produced using Demosim.
Release date: 2017-01-25 - Journals and periodicals: 11-634-XDescription:
This publication is a catalogue of strategies and mechanisms that a statistical organization should consider adopting, according to its particular context. This compendium is based on lessons learned and best practices of leadership and management of statistical agencies within the scope of Statistics Canada’s International Statistical Fellowship Program (ISFP). It contains four broad sections including, characteristics of an effective national statistical system; core management practices; improving, modernizing and finding efficiencies; and, strategies to better inform and engage key stakeholders.
Release date: 2016-07-06
- Date modified: