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- Surveys and statistical programs – Documentation: 91F0015M2016012Description:
This article provides information on using family-related variables from the microdata files of Canada’s Census of Population. These files exist internally at Statistics Canada, in the Research Data Centres (RDCs), and as public-use microdata files (PUMFs). This article explains certain technical aspects of all three versions, including the creation of multi-level variables for analytical purposes.
Release date: 2016-12-22 - Articles and reports: 11-626-X2016065Description:
The U.S.–Canada purchasing power parity (PPP) is a measure of the relative price level between Canada and the United States. It measures the difference, in dollars, that exists between the two countries for an individual or firm wishing to purchase an equivalent basket of goods and services in each country. This Economic Insights article presents quarterly estimates from Statistics Canada for the U.S.–Canada purchasing power parity. It is part of a series of research papers and articles that examine differences in price levels between Canada and the United States.
Release date: 2016-12-22 - 3. How big was the Effect of Falling Commodity Prices on Canadian Real Incomes between mid-2014 and mid-2016? ArchivedArticles and reports: 11-626-X2016066Description:
This Economic Insights article assesses the effect of falling commodity prices on Canadian real income. It is part of a research program that examines links between natural resources and economic growth.
Release date: 2016-12-22 - Articles and reports: 82-003-X201601214686Description:
This study examines birth and death registration data and census data to compare rates of preterm birth, small-for-gestational-age birth, stillbirth and infant mortality, based on the presence or absence of paternal data on the birth registration and in census results, while controlling for maternal characteristics.
Release date: 2016-12-21 - Articles and reports: 82-003-X201601214687Description:
This study describes record linkage of the Canadian Community Health Survey and the Canadian Mortality Database. The article explains the record linkage process and presents results about associations between health behaviours and mortality among a representative sample of Canadians.
Release date: 2016-12-21 - Articles and reports: 82-003-X201601214688Description:
This study uses information from the Immigrant Landing File and the 2006 Census of Population linked to the Discharge Abstract Database to compare age-standardized hospitalization rates of refugees with those of other immigrants and the Canadian-born population.
Release date: 2016-12-21 - 7. Unequal probability inverse sampling ArchivedArticles and reports: 12-001-X201600214660Description:
In an economic survey of a sample of enterprises, occupations are randomly selected from a list until a number r of occupations in a local unit has been identified. This is an inverse sampling problem for which we are proposing a few solutions. Simple designs with and without replacement are processed using negative binomial distributions and negative hypergeometric distributions. We also propose estimators for when the units are selected with unequal probabilities, with or without replacement.
Release date: 2016-12-20 - 8. A few remarks on a small example by Jean-Claude Deville regarding non-ignorable non-response ArchivedArticles and reports: 12-001-X201600214661Description:
An example presented by Jean-Claude Deville in 2005 is subjected to three estimation methods: the method of moments, the maximum likelihood method, and generalized calibration. The three methods yield exactly the same results for the two non-response models. A discussion follows on how to choose the most appropriate model.
Release date: 2016-12-20 - Articles and reports: 12-001-X201600214662Description:
Two-phase sampling designs are often used in surveys when the sampling frame contains little or no auxiliary information. In this note, we shed some light on the concept of invariance, which is often mentioned in the context of two-phase sampling designs. We define two types of invariant two-phase designs: strongly invariant and weakly invariant two-phase designs. Some examples are given. Finally, we describe the implications of strong and weak invariance from an inference point of view.
Release date: 2016-12-20 - Articles and reports: 12-001-X201600214663Description:
We present theoretical evidence that efforts during data collection to balance the survey response with respect to selected auxiliary variables will improve the chances for low nonresponse bias in the estimates that are ultimately produced by calibrated weighting. One of our results shows that the variance of the bias – measured here as the deviation of the calibration estimator from the (unrealized) full-sample unbiased estimator – decreases linearly as a function of the response imbalance that we assume measured and controlled continuously over the data collection period. An attractive prospect is thus a lower risk of bias if one can manage the data collection to get low imbalance. The theoretical results are validated in a simulation study with real data from an Estonian household survey.
Release date: 2016-12-20
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Data (14)
Data (14) (0 to 10 of 14 results)
- 1. Aquaculture Statistics ArchivedTable: 23-222-XDescription: This publication focuses on the aquaculture industry: production and value and exports and value added. The data on aquaculture production and value represent the quantity of production and the farm-gate value of that production. The value added account measures the economic production of goods and services from aquaculture establishments.
Canadian export statistics are taken from the International Trade Division of Statistics Canada and from administrative records collected by the Canada Customs and Revenue Agency.
Release date: 2016-11-17 - 2. Fertilizer Shipments Survey ArchivedTable: 21-022-XDescription:
The Fertilizer Shipments Survey is a mandatory Statistics Canada survey conducted by Agriculture Division on behalf of the Canadian Fertilizer Institute and Agriculture and Agri-Food Canada, starting in 2008.
The information from this survey is essential to AAFC to support Canada's international reporting obligations of inventory of Greenhouse Gas emissions governed by the terms of the UNFCCC and Kyoto Protocol agreements.
The survey produces statistics on shipments of fertilizer in Canada by manufacturers, wholesale distributors and retail distributors. This survey is a continuation of a survey that was conducted by the Canadian Fertilizer Institute, which covers all major Canadian manufacturers, wholesale distributors and retail distributors.
Aggregate data will be used by analysts to determine the province of destination for fertilizer products manufactured in Canada or imported into Canada, by product type and by nutrient content. Tables will also be provided for fertilizer production at the Canada level and for market inventories for East and West.
Release date: 2016-11-10 - 3. Air fares, Canadian Air Carriers, Level I ArchivedTable: 51-004-X2016027Description:
This publication provides information on average air fares by sector and fare type group and average domestic air fares for ten selected cities of enplanement. It also provides information on the distribution of passengers and passenger-kilometres by sector and fare type group. In addition to annual data, this publication also presents quarterly data. It also includes data highlights and a brief analysis.
Release date: 2016-11-09 - Data Visualization: 11-627-M2016005Description:
This infographic presents a new interactive data visualization application on domestic regional trade flows in Canada for goods moved by truck and rail, 2004 to 2012. Through chord diagrams, users can look at the interconnectedness of different regions in Canada via their trade ties. They can also use interactive maps to get a picture of geographic trends in trade.
Release date: 2016-09-22 - Table: 51-004-X2016019Description:
This report presents an integrated set of Canada – United States air passenger origin-destination statistics and analysis.
Release date: 2016-09-08 - Table: 51-203-XDescription: This publication presents statistics on airline traffic such as the volume of flights, passengers and cargo, at Canadian airports. Data on Canadian and foreign airlines' regional and local scheduled services have been added to complement the data previously published on the major scheduled services and major charter services. The publication presents several summary tables which have been grouped into sections dealing with overall or specialized views of the airline industry. An analysis of the significant changes which have occurred in the survey period will be provided, by type of service.Release date: 2016-07-26
- Table: 61-008-XDescription:
This publication presents, on a quarterly basis, balance sheet, income statement, statement of changes in financial position and ratio data for the last five quarters. It covers 22 financial and non-financial sectors and their totals at the Canada level. The industry breakdowns are based on the North American Industry Classification System (NAICS 2012).
Release date: 2016-03-22 - Table: 61-219-XDescription:
This publication contains annual aggregate data of Canadian enterprises classified by 67 industry groups. The industry breakdowns are based on the North American Industry Classification System (NAICS Canada 2012). The data include: asset, liability and equity items encompassed in a balance sheet, revenue and expense items as reported on an income statement, a reconciliation of net profit to taxable income and taxes payable, along with several common financial performance ratios.
Release date: 2016-03-17 - Table: 51-205-XDescription:
This publication presents an integrated set of Canada/U.S. air passenger origin-destination statistics and analysis, and is the result of an agreement between Canada and the Department of Transportation in the U.S. to exchange data from their respective surveys. The data may be used to indicate the relative community of interest between Canada and the United States.
Release date: 2016-03-01 - 10. Civil Aviation, Annual Operating and Financial Statistics, Canadian Air Carriers, Levels I to III ArchivedTable: 51-004-X2016006Description:
This publication provides annual information on operating and financial variables related to the scheduled and charter operations of all Canadian-licensed air carriers classified into reporting levels I to III. Operating data (passengers, passenger-kilometres, goods carried, goods tonne-kilometres, etc.) and financial data (income statement-operating revenues, operating expenses, non-operating income (expenses), balance sheet-assets and liabilities, as well as financial performance indicators) are presented. Information on fuel, on employment, by category, and on wages and salaries paid, by province and territory is also provided. This publication also includes data highlights.
Release date: 2016-02-24
Analysis (272)
Analysis (272) (0 to 10 of 272 results)
- Articles and reports: 11-626-X2016065Description:
The U.S.–Canada purchasing power parity (PPP) is a measure of the relative price level between Canada and the United States. It measures the difference, in dollars, that exists between the two countries for an individual or firm wishing to purchase an equivalent basket of goods and services in each country. This Economic Insights article presents quarterly estimates from Statistics Canada for the U.S.–Canada purchasing power parity. It is part of a series of research papers and articles that examine differences in price levels between Canada and the United States.
Release date: 2016-12-22 - 2. How big was the Effect of Falling Commodity Prices on Canadian Real Incomes between mid-2014 and mid-2016? ArchivedArticles and reports: 11-626-X2016066Description:
This Economic Insights article assesses the effect of falling commodity prices on Canadian real income. It is part of a research program that examines links between natural resources and economic growth.
Release date: 2016-12-22 - Articles and reports: 82-003-X201601214686Description:
This study examines birth and death registration data and census data to compare rates of preterm birth, small-for-gestational-age birth, stillbirth and infant mortality, based on the presence or absence of paternal data on the birth registration and in census results, while controlling for maternal characteristics.
Release date: 2016-12-21 - Articles and reports: 82-003-X201601214687Description:
This study describes record linkage of the Canadian Community Health Survey and the Canadian Mortality Database. The article explains the record linkage process and presents results about associations between health behaviours and mortality among a representative sample of Canadians.
Release date: 2016-12-21 - Articles and reports: 82-003-X201601214688Description:
This study uses information from the Immigrant Landing File and the 2006 Census of Population linked to the Discharge Abstract Database to compare age-standardized hospitalization rates of refugees with those of other immigrants and the Canadian-born population.
Release date: 2016-12-21 - 6. Unequal probability inverse sampling ArchivedArticles and reports: 12-001-X201600214660Description:
In an economic survey of a sample of enterprises, occupations are randomly selected from a list until a number r of occupations in a local unit has been identified. This is an inverse sampling problem for which we are proposing a few solutions. Simple designs with and without replacement are processed using negative binomial distributions and negative hypergeometric distributions. We also propose estimators for when the units are selected with unequal probabilities, with or without replacement.
Release date: 2016-12-20 - 7. A few remarks on a small example by Jean-Claude Deville regarding non-ignorable non-response ArchivedArticles and reports: 12-001-X201600214661Description:
An example presented by Jean-Claude Deville in 2005 is subjected to three estimation methods: the method of moments, the maximum likelihood method, and generalized calibration. The three methods yield exactly the same results for the two non-response models. A discussion follows on how to choose the most appropriate model.
Release date: 2016-12-20 - Articles and reports: 12-001-X201600214662Description:
Two-phase sampling designs are often used in surveys when the sampling frame contains little or no auxiliary information. In this note, we shed some light on the concept of invariance, which is often mentioned in the context of two-phase sampling designs. We define two types of invariant two-phase designs: strongly invariant and weakly invariant two-phase designs. Some examples are given. Finally, we describe the implications of strong and weak invariance from an inference point of view.
Release date: 2016-12-20 - Articles and reports: 12-001-X201600214663Description:
We present theoretical evidence that efforts during data collection to balance the survey response with respect to selected auxiliary variables will improve the chances for low nonresponse bias in the estimates that are ultimately produced by calibrated weighting. One of our results shows that the variance of the bias – measured here as the deviation of the calibration estimator from the (unrealized) full-sample unbiased estimator – decreases linearly as a function of the response imbalance that we assume measured and controlled continuously over the data collection period. An attractive prospect is thus a lower risk of bias if one can manage the data collection to get low imbalance. The theoretical results are validated in a simulation study with real data from an Estonian household survey.
Release date: 2016-12-20 - Articles and reports: 12-001-X201600214664Description:
This paper draws statistical inference for finite population mean based on judgment post stratified (JPS) samples. The JPS sample first selects a simple random sample and then stratifies the selected units into H judgment classes based on their relative positions (ranks) in a small set of size H. This leads to a sample with random sample sizes in judgment classes. Ranking process can be performed either using auxiliary variables or visual inspection to identify the ranks of the measured observations. The paper develops unbiased estimator and constructs confidence interval for population mean. Since judgment ranks are random variables, by conditioning on the measured observations we construct Rao-Blackwellized estimators for the population mean. The paper shows that Rao-Blackwellized estimators perform better than usual JPS estimators. The proposed estimators are applied to 2012 United States Department of Agriculture Census Data.
Release date: 2016-12-20
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Reference (34)
Reference (34) (10 to 20 of 34 results)
- Surveys and statistical programs – Documentation: 13-606-G201600114618Description:
An explanation of key national accounting concepts involving stocks and flows; the distinction between price and volume changes; production, distribution, consumption and accumulation; residence; institutional units and sectors; classifications; and accounting concepts. Also includes a description of SNA 2008’s sequence of accounts.
Release date: 2016-05-31 - Surveys and statistical programs – Documentation: 13-606-G201600114619Description:
An explanation of the structure and concepts of Canada’s supply and use accounts.
Release date: 2016-05-31 - Surveys and statistical programs – Documentation: 13-607-XDescription: The Methodological Guide: Canadian System of Macroeconomic Accounts provides readers with information on macroeconomic accounts at Statistics Canada. It provides links to produced data and publications and describes the concepts, sources, and methods used to compile them. Topics include gross domestic product, national economic accounts (incomes, expenditures, savings, capital formation, financial flows and balance sheet accounts), supply and use tables, provincial and territorial economic accounts, productivity, balance of payments, international investment position and government finance statistics.
This user's guide has been developed by the Macroeconomic Accounts Program to facilitate access to macroeconomic accounting information throughout Statistics Canada and to explain its linkage with international standards, such as the System of National Accounts, 2008. This guide is continually being updated to maintain its relevance.
Release date: 2016-05-31 - Surveys and statistical programs – Documentation: 16-509-XDescription:
The Methodological Guide: Canadian System of Environmental-Economic Accounting provides readers with information on environmental-economic accounts at Statistics Canada. It provides links to produced data and publications and describes the concepts, sources, and methods used to compile them. Topics include ecosystem accounting, asset accounts (natural resources in physical and monetary terms), physical flow accounts (energy and water use, and waste and greenhouse gas emissions), environmental activity statistics (expenditures on environmental protection), and the applications and extensions of those accounts (attribution of physical flows to final demand and intensity measures).
This user's guide has been developed by the Environmental Statistics Program to facilitate access to environmental-economic accounting information throughout Statistics Canada and to explain its linkage with international standards, the United Nations System of Environmental-Economic Accounting. This guide is continually being updated to maintain its relevance.
Release date: 2016-04-22 - Notices and consultations: 92-140-X2016001Description:
The 2016 Census Program Content Test was conducted from May 2 to June 30, 2014. The Test was designed to assess the impact of any proposed content changes to the 2016 Census Program and to measure the impact of including a social insurance number (SIN) question on the data quality.
This quantitative test used a split-panel design involving 55,000 dwellings, divided into 11 panels of 5,000 dwellings each: five panels were dedicated to the Content Test while the remaining six panels were for the SIN Test. Two models of test questionnaires were developed to meet the objectives, namely a model with all the proposed changes EXCEPT the SIN question and a model with all the proposed changes INCLUDING the SIN question. A third model of 'control' questionnaire with the 2011 content was also developed. The population living in a private dwelling in mail-out areas in one of the ten provinces was targeted for the test. Paper and electronic response channels were part of the Test as well.
This report presents the Test objectives, the design and a summary of the analysis in order to determine potential content for the 2016 Census Program. Results from the data analysis of the Test were not the only elements used to determine the content for 2016. Other elements were also considered, such as response burden, comparison over time and users’ needs.
Release date: 2016-04-01 - Notices and consultations: 92-140-XDescription:
Before each Census of Population, Statistics Canada carries out a three- to four-year process to review the content of the census questionnaires in consultation with census data users, performing tests and developing questionnaire content to ensure that it takes into account the evolution of Canadian society. Factors considered in developing the content include legislative requirements regarding information, program and policy requirements; the burden placed on respondents to respond to questions; concerns about privacy; feedback from consultations and tests; data quality; costs and operational considerations; the comparability of data with earlier data and the availability of alternative data sources. Before each census, Statistics Canada tests the questionnaire content through an extensive test. The content report presents the analyses conducted from the data collected from this test and the results that are used to fine tune the questionnaires, the methodology and the systems used for the Census Program.
Release date: 2016-04-01 - Surveys and statistical programs – Documentation: 72-210-GDescription:
The Guide to Job Vacancy Statistics provides an overview of the structure of the survey and covers topics such as survey methodology, data quality as well as terms and definitions.
Release date: 2016-03-31 - Surveys and statistical programs – Documentation: 11-522-X201700014706Description:
Over the last decade, Statistics Canada’s Producer Prices Division has expanded its service producer price indexes program and continued to improve its goods and construction producer price indexes program. While the majority of price indexes are based on traditional survey methods, efforts were made to increase the use of administrative data and alternative data sources in order to reduce burden on our respondents. This paper focuses mainly on producer price programs, but also provides information on the growing importance of alternative data sources at Statistics Canada. In addition, it presents the operational challenges and risks that statistical offices could face when relying more and more on third-party outputs. Finally, it presents the tools being developed to integrate alternative data while collecting metadata.
Release date: 2016-03-24 - 19. Challenges and results in using Audit trail data to monitor Labour Force Survey data quality ArchivedSurveys and statistical programs – Documentation: 11-522-X201700014707Description:
The Labour Force Survey (LFS) is a monthly household survey of about 56,000 households that provides information on the Canadian labour market. Audit Trail is a Blaise programming option, for surveys like LFS with Computer Assisted Interviewing (CAI), which creates files containing every keystroke and edit and timestamp of every data collection attempt on all households. Combining such a large survey with such a complete source of paradata opens the door to in-depth data quality analysis but also quickly leads to Big Data challenges. How can meaningful information be extracted from this large set of keystrokes and timestamps? How can it help assess the quality of LFS data collection? The presentation will describe some of the challenges that were encountered, solutions that were used to address them, and results of the analysis on data quality.
Release date: 2016-03-24 - Surveys and statistical programs – Documentation: 11-522-X201700014708Description:
Statistics Canada’s Household Survey Frames (HSF) Programme provides various universe files that can be used alone or in combination to improve survey design, sampling, collection, and processing in the traditional “need to contact a household model.” Even as surveys are migrating onto these core suite of products, the HSF is starting to plan the changes to infrastructure, organisation, and linkages with other data assets in Statistics Canada that will help enable a shift to increased use of a wide variety of administrative data as input to the social statistics programme. The presentation will provide an overview of the HSF Programme, foundational concepts that will need to be implemented to expand linkage potential, and will identify strategic research being under-taken toward 2021.
Release date: 2016-03-24
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