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All (501)

All (501) (0 to 10 of 501 results)

  • Articles and reports: 71-606-X2018001
    Description:

    This report uses immigrant data series from the Labour Force Survey to provide a description of immigrants' labour-market outcomes, from 2006 to 2017.

    Release date: 2018-12-24

  • Journals and periodicals: 71-606-X
    Geography: Canada
    Description:

    This series of analytical reports provides an overview of the Canadian labour market experiences of immigrants to Canada, based on data from the Labour Force Survey. These reports examine the labour force characteristics of immigrants, by reporting on employment and unemployment at the Canada level, for the provinces and large metropolitan areas. They also provide more detailed analysis by region of birth, as well as in-depth analysis of other specific aspects of the immigrant labour market.

    Release date: 2018-12-24

  • Articles and reports: 13-605-X201800154970
    Description:

    The 2008 financial crisis demonstrated how quickly economic shocks can spread between sectors and countries, making it apparent that the existing set of macroeconomic statistics contained gaps for identifying such systemic issues. Users therefore require new products from the System of National Accounts that demonstrate the financial linkages between sectors in the economy. The Special Data Dissemination Plus (SDDS+) and G20 Data Gaps initiatives were established by the International Monetary Fund (IMF) to address some of these data gaps, and presented specific recommendations to G20 countries. One of these recommendations asks statistical agencies to begin compiling more detailed data on the interconnectedness of the economy by incorporating a "From-Whom-To-Whom" (FWTW) framework. This FWTW framework includes statistics that make counterparty information explicit, showing how various sectors of the economy are connected by financial interdependencies. In other words, the data presented on this new basis allows users to answer the question "whom is funding whom and with what financial instruments". In this visualisation tool, we present six instruments on a FWTW basis in a fully customizable pivot table.

    Release date: 2018-12-21

  • Stats in brief: 89-20-00022018001
    Description:

    This article presents the history of statistical law in Canada.

    Release date: 2018-12-21

  • Journals and periodicals: 89-20-0002
    Description:

    As Statistics Canada celebrates a significant milestone in 2018, it is time to take a look back at our history to see where we have been and what we have done over the past century. At the same time, it is a chance to reflect on where the agency is headed in the future. This series of articles shows how our work has evolved since 1918: where we started, how we have evolved and what we do now.

    Release date: 2018-12-21

  • Articles and reports: 12-001-X201800254952
    Description:

    Panel surveys are frequently used to measure the evolution of parameters over time. Panel samples may suffer from different types of unit non-response, which is currently handled by estimating the response probabilities and by reweighting respondents. In this work, we consider estimation and variance estimation under unit non-response for panel surveys. Extending the work by Kim and Kim (2007) for several times, we consider a propensity score adjusted estimator accounting for initial non-response and attrition, and propose a suitable variance estimator. It is then extended to cover most estimators encountered in surveys, including calibrated estimators, complex parameters and longitudinal estimators. The properties of the proposed variance estimator and of a simplified variance estimator are estimated through a simulation study. An illustration of the proposed methods on data from the ELFE survey is also presented.

    Release date: 2018-12-20

  • Articles and reports: 12-001-X201800254953
    Description:

    Sample coordination seeks to create a probabilistic dependence between the selection of two or more samples drawn from the same population or from overlapping populations. Positive coordination increases the expected sample overlap, while negative coordination decreases it. There are numerous applications for sample coordination with varying objectives. A spatially balanced sample is a sample that is well-spread in some space. Forcing a spread within the selected samples is a general and very efficient variance reduction technique for the Horvitz-Thompson estimator. The local pivotal method and the spatially correlated Poisson sampling are two general schemes for achieving well-spread samples. We aim to introduce coordination for these sampling methods based on the concept of permanent random numbers. The goal is to coordinate such samples while preserving spatial balance. The proposed methods are motivated by examples from forestry, environmental studies, and official statistics.

    Release date: 2018-12-20

  • Articles and reports: 12-001-X201800254954
    Description:

    These last years, balanced sampling techniques have experienced a recrudescence of interest. They constrain the Horvitz Thompson estimators of the totals of auxiliary variables to be equal, at least approximately, to the corresponding true totals, to avoid the occurrence of bad samples. Several procedures are available to carry out balanced sampling; there is the cube method, see Deville and Tillé (2004), and an alternative, the rejective algorithm introduced by Hájek (1964). After a brief review of these sampling methods, motivated by the planning of an angler survey, we investigate using Monte Carlo simulations, the survey designs produced by these two sampling algorithms.

    Release date: 2018-12-20

  • Articles and reports: 12-001-X201800254955
    Description:

    Many studies conducted by various electric utilities around the world are based on the analysis of mean electricity consumption curves for various subpopulations, particularly geographic in nature. Those mean curves are estimated from samples of thousands of curves measured at very short intervals over long periods. Estimation for small subpopulations, also called small domains, is a very timely topic in sampling theory.

    In this article, we will examine this problem based on functional data and we will try to estimate the mean curves for small domains. For this, we propose four methods: functional linear regression; modelling the scores of a principal component analysis by unit-level linear mixed models; and two non-parametric estimators, with one based on regression trees and the other on random forests, adapted to the curves. All these methods have been tested and compared using real electricity consumption data for households in France.

    Release date: 2018-12-20

  • Articles and reports: 12-001-X201800254956
    Description:

    In Italy, the Labor Force Survey (LFS) is conducted quarterly by the National Statistical Institute (ISTAT) to produce estimates of the labor force status of the population at different geographical levels. In particular, ISTAT provides LFS estimates of employed and unemployed counts for local Labor Market Areas (LMAs). LMAs are 611 sub-regional clusters of municipalities and are unplanned domains for which direct estimates have overly large sampling errors. This implies the need of Small Area Estimation (SAE) methods. In this paper, we develop a new area level SAE method that uses a Latent Markov Model (LMM) as linking model. In LMMs, the characteristic of interest, and its evolution in time, is represented by a latent process that follows a Markov chain, usually of first order. Therefore, areas are allowed to change their latent state across time. The proposed model is applied to quarterly data from the LFS for the period 2004 to 2014 and fitted within a hierarchical Bayesian framework using a data augmentation Gibbs sampler. Estimates are compared with those obtained by the classical Fay-Herriot model, by a time-series area level SAE model, and on the basis of data coming from the 2011 Population Census.

    Release date: 2018-12-20
Data (167)

Data (167) (0 to 10 of 167 results)

  • Data Visualization: 71-607-X2018014
    Description:

    This web application provides access to key housing market indicators for Canada, by province and by census metropolitan area. This dynamic application allows users to view geographical rankings for each housing market indicator and to create useful reports as well as interactive maps and charts for comparative analysis. All data in this application are updated with each monthly indicator release. Links to The Daily texts and data tables are also provided.

    Release date: 2018-12-13

  • Thematic map: 39-26-0001
    Description:

    The Canadian Housing Statistics Program (CHSP) produces a comprehensive repository of statistics that covers numerous aspects of the housing sector, including property and owner characteristics. As the amount of data produced increases, the CHSP has introduced thematic maps to help people, business owners, academics, and management at all levels, to understand key information derived from the data by representing it visually at the geographical level. Thematic maps can be used quickly to communicate a message, to simplify the presentation of large amounts of data, to see data patterns and relationships and to monitor changes in variables over time.

    These thematic maps will provide a quick overview of CHSP repository data.

    Release date: 2018-12-11

  • Table: 81-604-X
    Description:

    This report is a product of the Pan-Canadian Education Indicators Program (PCEIP). It is intended to facilitate the comparison of educational systems in Canada's provinces and territories with those of countries that belong to the Organisation for Economic Co-operation and Development (OECD). The document presents a series of indicators harmonized to the definitions and methodologies used by the OECD in Education at a Glance. The indicators are designed to serve as a basis for decision making and for development of programs in the field of education.

    PCEIP is an ongoing initiative of the Canadian Education Statistics Council: a partnership between Statistics Canada and the Council of Ministers of Education, Canada, that provides a set of statistical measures on education systems.

    Release date: 2018-12-11

  • Data Visualization: 71-607-X2018012
    Description:

    The Agriculture Stats Hub has been created as an interactive way to disseminate information on Canadian agriculture through a centralized portal.

    Agriculture is a prominent component of Canada’s economic system. The data presents an integrated portrait using key agricultural indicators, all with the goal of helping Canadians better understand the socio-economic impacts of agriculture in Canada and abroad.

    Release date: 2018-11-29

  • Table: 95-633-X
    Description:

    This product presents selected data from the linkage between the Census of Agriculture and the Census of Population at the national and provincial levels. It provides a socioeconomic profile of the farm population at the person, family, household and farm levels and includes variables such as age, sex, marital status, country of birth, mother tongue, educational attainment and income.

    Release date: 2018-11-27

  • Data Visualization: 71-607-X2018010
    Description:

    The data visualization tool on barriers and facilitators of labour force participation is based on data from the 2017 Aboriginal Peoples Survey (APS). Its purpose is to help Aboriginal organizations, government policy and program developers explore the results by Aboriginal identity, age group, sex and region. The tool will help visualize statistics on methods of looking for work, reasons for difficulty in finding work and what would help most in finding work for a specific sub-group and region. This tool is expected to enhance the uptake of information that will be published in the accompanying report: "Self-reported barriers and facilitators of labour force participation among First Nations people living off reserve, Métis, and Inuit: findings from the 2017 Aboriginal Peoples Survey".

    Release date: 2018-11-26

  • Table: 15F0002X
    Description:

    The interprovincial and international trade flows shows the origin and destination of trade flows by product among Canadian provinces and territories and from and to the rest of the world. The information is available at the four levels (Detail, Link-1997, Link-1961 and Summary) of hierarchy of the Supply and Use Product Classification (SUPC). The data is provided in spreadsheet format for ease of use.

    Release date: 2018-11-08

  • Data Visualization: 71-607-X2018007
    Description:

    This web application provides access to data on cyber security and cybercrime in Canada for 23 sectors at the two to four digit level NAICS. This dynamic application allows users to easily compare their cyber security posture against others in the sector and to create quick and easy reports with interactive charts that can be easily copied into other programs.

    Release date: 2018-10-15

  • Data Visualization: 71-607-X2018011
    Description:

    The Provincial and Territorial Tourism Satellite Account (PTTSA) provides an economic measure of the importance of tourism in terms of expenditures, gross domestic product and employment for each of the provinces and territories. It permits a comparison of tourism with other industries within a province or territory since the concepts and methods used are based on the framework of the Canadian System of National Accounts.

    Release date: 2018-10-12

  • Table: 36-26-0002
    Description:

    This publication contains a series of data tables that provide estimates on the investment, stock, useful life, economic contribution and depreciation of infrastructure for Canada and each province and territory.

    The infrastructure economic accounts represents a set of statistical statements that record the economic, social and environmental impacts related to the production and use of infrastructure in Canada and each province and territory. The infrastructure economic accounts are organized using a statistical framework that outlines the concepts, classification systems and methods required to construct the accounts. This statistical framework is consistent with the Canadian system of national accounts, Canadian government finance statistics and Canada’s balance of payments. This consistency permits users to analyze the infrastructure related statistical statements in the context of economy wide measures such as investment, gross domestic product (GDP), national income and wealth. 

    Release date: 2018-09-13
Analysis (299)

Analysis (299) (0 to 10 of 299 results)

  • Articles and reports: 71-606-X2018001
    Description:

    This report uses immigrant data series from the Labour Force Survey to provide a description of immigrants' labour-market outcomes, from 2006 to 2017.

    Release date: 2018-12-24

  • Journals and periodicals: 71-606-X
    Geography: Canada
    Description:

    This series of analytical reports provides an overview of the Canadian labour market experiences of immigrants to Canada, based on data from the Labour Force Survey. These reports examine the labour force characteristics of immigrants, by reporting on employment and unemployment at the Canada level, for the provinces and large metropolitan areas. They also provide more detailed analysis by region of birth, as well as in-depth analysis of other specific aspects of the immigrant labour market.

    Release date: 2018-12-24

  • Articles and reports: 13-605-X201800154970
    Description:

    The 2008 financial crisis demonstrated how quickly economic shocks can spread between sectors and countries, making it apparent that the existing set of macroeconomic statistics contained gaps for identifying such systemic issues. Users therefore require new products from the System of National Accounts that demonstrate the financial linkages between sectors in the economy. The Special Data Dissemination Plus (SDDS+) and G20 Data Gaps initiatives were established by the International Monetary Fund (IMF) to address some of these data gaps, and presented specific recommendations to G20 countries. One of these recommendations asks statistical agencies to begin compiling more detailed data on the interconnectedness of the economy by incorporating a "From-Whom-To-Whom" (FWTW) framework. This FWTW framework includes statistics that make counterparty information explicit, showing how various sectors of the economy are connected by financial interdependencies. In other words, the data presented on this new basis allows users to answer the question "whom is funding whom and with what financial instruments". In this visualisation tool, we present six instruments on a FWTW basis in a fully customizable pivot table.

    Release date: 2018-12-21

  • Stats in brief: 89-20-00022018001
    Description:

    This article presents the history of statistical law in Canada.

    Release date: 2018-12-21

  • Journals and periodicals: 89-20-0002
    Description:

    As Statistics Canada celebrates a significant milestone in 2018, it is time to take a look back at our history to see where we have been and what we have done over the past century. At the same time, it is a chance to reflect on where the agency is headed in the future. This series of articles shows how our work has evolved since 1918: where we started, how we have evolved and what we do now.

    Release date: 2018-12-21

  • Articles and reports: 12-001-X201800254952
    Description:

    Panel surveys are frequently used to measure the evolution of parameters over time. Panel samples may suffer from different types of unit non-response, which is currently handled by estimating the response probabilities and by reweighting respondents. In this work, we consider estimation and variance estimation under unit non-response for panel surveys. Extending the work by Kim and Kim (2007) for several times, we consider a propensity score adjusted estimator accounting for initial non-response and attrition, and propose a suitable variance estimator. It is then extended to cover most estimators encountered in surveys, including calibrated estimators, complex parameters and longitudinal estimators. The properties of the proposed variance estimator and of a simplified variance estimator are estimated through a simulation study. An illustration of the proposed methods on data from the ELFE survey is also presented.

    Release date: 2018-12-20

  • Articles and reports: 12-001-X201800254953
    Description:

    Sample coordination seeks to create a probabilistic dependence between the selection of two or more samples drawn from the same population or from overlapping populations. Positive coordination increases the expected sample overlap, while negative coordination decreases it. There are numerous applications for sample coordination with varying objectives. A spatially balanced sample is a sample that is well-spread in some space. Forcing a spread within the selected samples is a general and very efficient variance reduction technique for the Horvitz-Thompson estimator. The local pivotal method and the spatially correlated Poisson sampling are two general schemes for achieving well-spread samples. We aim to introduce coordination for these sampling methods based on the concept of permanent random numbers. The goal is to coordinate such samples while preserving spatial balance. The proposed methods are motivated by examples from forestry, environmental studies, and official statistics.

    Release date: 2018-12-20

  • Articles and reports: 12-001-X201800254954
    Description:

    These last years, balanced sampling techniques have experienced a recrudescence of interest. They constrain the Horvitz Thompson estimators of the totals of auxiliary variables to be equal, at least approximately, to the corresponding true totals, to avoid the occurrence of bad samples. Several procedures are available to carry out balanced sampling; there is the cube method, see Deville and Tillé (2004), and an alternative, the rejective algorithm introduced by Hájek (1964). After a brief review of these sampling methods, motivated by the planning of an angler survey, we investigate using Monte Carlo simulations, the survey designs produced by these two sampling algorithms.

    Release date: 2018-12-20

  • Articles and reports: 12-001-X201800254955
    Description:

    Many studies conducted by various electric utilities around the world are based on the analysis of mean electricity consumption curves for various subpopulations, particularly geographic in nature. Those mean curves are estimated from samples of thousands of curves measured at very short intervals over long periods. Estimation for small subpopulations, also called small domains, is a very timely topic in sampling theory.

    In this article, we will examine this problem based on functional data and we will try to estimate the mean curves for small domains. For this, we propose four methods: functional linear regression; modelling the scores of a principal component analysis by unit-level linear mixed models; and two non-parametric estimators, with one based on regression trees and the other on random forests, adapted to the curves. All these methods have been tested and compared using real electricity consumption data for households in France.

    Release date: 2018-12-20

  • Articles and reports: 12-001-X201800254956
    Description:

    In Italy, the Labor Force Survey (LFS) is conducted quarterly by the National Statistical Institute (ISTAT) to produce estimates of the labor force status of the population at different geographical levels. In particular, ISTAT provides LFS estimates of employed and unemployed counts for local Labor Market Areas (LMAs). LMAs are 611 sub-regional clusters of municipalities and are unplanned domains for which direct estimates have overly large sampling errors. This implies the need of Small Area Estimation (SAE) methods. In this paper, we develop a new area level SAE method that uses a Latent Markov Model (LMM) as linking model. In LMMs, the characteristic of interest, and its evolution in time, is represented by a latent process that follows a Markov chain, usually of first order. Therefore, areas are allowed to change their latent state across time. The proposed model is applied to quarterly data from the LFS for the period 2004 to 2014 and fitted within a hierarchical Bayesian framework using a data augmentation Gibbs sampler. Estimates are compared with those obtained by the classical Fay-Herriot model, by a time-series area level SAE model, and on the basis of data coming from the 2011 Population Census.

    Release date: 2018-12-20
Reference (33)

Reference (33) (0 to 10 of 33 results)

  • Classification: 12-583-X
    Description:

    This publication provides a systematic classification structure to identify and categorize the entire range of occupational activity in Canada. It consists of 10 broad occupational categories which are subdivided into major groups, minor groups and unit groups. Definitions and occupational titles are provided for each unit group. An alphabetical index of the occupational titles classified to the unit group level is also included.

    Release date: 2018-12-19

  • Geographic files and documentation: 82-402-X
    Description:

    Health regions are defined by the provinces and represent administrative areas or regions of interest to health authorities. This product contains correspondence files (linking health regions to latest Census geographic codes) and digital boundary files. User documentation provides an overview of health regions, sources, methods, limitations and product description (file format and layout).

    In addition to the geographic files, this product also includes Census data (basic profile) for health regions.

    Release date: 2018-12-14

  • Surveys and statistical programs – Documentation: 62F0026M2018001
    Description:

    This guide presents information of interest to users of data from the Survey of Household Spending (SHS). It includes descriptions of the survey terms and variables definitions as well as of the survey methodology and data quality. The guide also includes a section describing various examples of estimates that can be drawn from the survey data.

    Release date: 2018-12-12

  • Surveys and statistical programs – Documentation: 62F0026M2018002
    Description:

    The Survey of Household Spending (SHS) conducted by Statistics Canada collects detailed spending information as well as selected information on dwelling characteristics and household equipment. This technical note provides additional information on the quality of the SHS data and their fitness for use.

    Release date: 2018-12-12

  • Surveys and statistical programs – Documentation: 37-20-00012018002
    Description:

    This technical reference guide is intended for users of the Education and Labour Market Longitudinal Platform (ELMLP). The data for the products associated with this release are derived from integrating the Registered Apprenticeship Information System (RAIS) with other administrative data on earnings. Statistics Canada has derived a series of indicators on educational pathways and labour market outcomes for registered apprentices by select trades, cohorts of apprentices, by sex, for Canada, all provinces, the Atlantic region, and for grouped territories.

    Release date: 2018-12-05

  • Surveys and statistical programs – Documentation: 37-20-0001
    Description:

    These reference guides are intended for users of the Education and Labour Market Longitudinal Platform (ELMLP). The guide provides an overview of the Postsecondary Student Information System (PSIS) and the Registered Apprenticeship Information System (RAIS), the general methodology used to create longitudinal indicators, and important technical information for users.

    Release date: 2018-12-05

  • Surveys and statistical programs – Documentation: 37-20-00012018001
    Description:

    This technical reference guide is intended for users of the Education and Labour Market Longitudinal Platform (ELMLP). The data for the products associated with this issue are derived from integrating Postsecondary Student Information System (PSIS) administrative data with other administrative data on earnings. Statistics Canada has derived a series of annual indicators on the labour market outcomes of public postsecondary graduates including median employment income by educational qualification, field of study, age group and sex for Canada, the provinces and the territories combined.

    Release date: 2018-12-04

  • Notices and consultations: 11-628-X
    Description:

    Departmental Results Reports (DRRs) are part of the Estimates family of documents. Estimates documents support appropriation acts, which specify the amounts and broad purposes for which funds can be spent by the government. The Estimates document family has three parts.

    Part I (Government Expenditure Plan) provides an overview of federal spending.

    Part II (Main Estimates) lists the financial resources required by individual departments, agencies and Crown corporations for the upcoming fiscal year.

    Part III (Departmental Expenditure Plans) consists of two documents. Departmental Plans (DPs) are expenditure plans for each appropriated department and agency (excluding Crown corporations).

    Release date: 2018-11-20

  • Classification: 68-516-X
    Description:

    This product presents the Public Sector Universe, defined by Statistics Canada as a list of institutional units that are included in the economic measurement of governments in Canada. An institutional unit is defined as an economic entity that is capable, in its own right, of owning assets, incurring liabilities, and engaging in economic activities and in transactions with other entities.

    It includes both the general government and government business enterprise sectors for all levels of government in Canada, annually, since 2008. The list will be disseminated in stages with this release focusing on the federal, provincial-territorial and municipal governments and the government business enterprises they control, along with the education sector.

    Release date: 2018-11-20

  • Geographic files and documentation: 92-162-G
    Description:

    This guide describes the content and applications of the product, as well as providing information on data quality, record layouts and methodology.

    Release date: 2018-11-14
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