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All (292)

All (292) (0 to 10 of 292 results)

  • 1. Results of the Bioproducts Production and Development Survey 2015 Archived
    Articles and reports: 18-001-X2017001
    Description:

    This working paper profiles Canadian firms involved in the development and production of Bioproducts. It provides data on the number and types of Bioproducts firms in 2015, covering bioproducts revenues, research and development, use of biomass, patents, products, business practices and the impact of government regulations on the sector.

    Release date: 2017-12-22
  • 2. Social media as a data source for official statistics; the Dutch Consumer Confidence Index Archived
    Articles and reports: 12-001-X201700254871
    Description:

    In this paper the question is addressed how alternative data sources, such as administrative and social media data, can be used in the production of official statistics. Since most surveys at national statistical institutes are conducted repeatedly over time, a multivariate structural time series modelling approach is proposed to model the series observed by a repeated surveys with related series obtained from such alternative data sources. Generally, this improves the precision of the direct survey estimates by using sample information observed in preceding periods and information from related auxiliary series. This model also makes it possible to utilize the higher frequency of the social media to produce more precise estimates for the sample survey in real time at the moment that statistics for the social media become available but the sample data are not yet available. The concept of cointegration is applied to address the question to which extent the alternative series represent the same phenomena as the series observed with the repeated survey. The methodology is applied to the Dutch Consumer Confidence Survey and a sentiment index derived from social media.

    Release date: 2017-12-21
  • 3. A note on Wilson coverage intervals for proportions estimated from complex samples Archived
    Articles and reports: 12-001-X201700254872
    Description:

    This note discusses the theoretical foundations for the extension of the Wilson two-sided coverage interval to an estimated proportion computed from complex survey data. The interval is shown to be asymptotically equivalent to an interval derived from a logistic transformation. A mildly better version is discussed, but users may prefer constructing a one-sided interval already in the literature.

    Release date: 2017-12-21
  • 4. Decomposition of gender wage inequalities through calibration: Application to the Swiss structure of earnings survey Archived
    Articles and reports: 12-001-X201700254887
    Description:

    This paper proposes a new approach to decompose the wage difference between men and women that is based on a calibration procedure. This approach generalizes two current decomposition methods that are re-expressed using survey weights. The first one is the Blinder-Oaxaca method and the second one is a reweighting method proposed by DiNardo, Fortin and Lemieux. The new approach provides a weighting system that enables us to estimate such parameters of interest like quantiles. An application to data from the Swiss Structure of Earnings Survey shows the interest of this method.

    Release date: 2017-12-21
  • 5. Sample survey theory and methods: Past, present, and future directions Archived
    Articles and reports: 12-001-X201700254888
    Description:

    We discuss developments in sample survey theory and methods covering the past 100 years. Neyman’s 1934 landmark paper laid the theoretical foundations for the probability sampling approach to inference from survey samples. Classical sampling books by Cochran, Deming, Hansen, Hurwitz and Madow, Sukhatme, and Yates, which appeared in the early 1950s, expanded and elaborated the theory of probability sampling, emphasizing unbiasedness, model free features, and designs that minimize variance for a fixed cost. During the period 1960-1970, theoretical foundations of inference from survey data received attention, with the model-dependent approach generating considerable discussion. Introduction of general purpose statistical software led to the use of such software with survey data, which led to the design of methods specifically for complex survey data. At the same time, weighting methods, such as regression estimation and calibration, became practical and design consistency replaced unbiasedness as the requirement for standard estimators. A bit later, computer-intensive resampling methods also became practical for large scale survey samples. Improved computer power led to more sophisticated imputation for missing data, use of more auxiliary data, some treatment of measurement errors in estimation, and more complex estimation procedures. A notable use of models was in the expanded use of small area estimation. Future directions in research and methods will be influenced by budgets, response rates, timeliness, improved data collection devices, and availability of auxiliary data, some of which will come from “Big Data”. Survey taking will be impacted by changing cultural behavior and by a changing physical-technical environment.

    Release date: 2017-12-21
  • 6. Comments on the Rao and Fuller (2017) paper by Danny Pfeffermann Archived
    Articles and reports: 12-001-X201700254894
    Description:

    This note by Danny Pfeffermann presents a discussion of the paper “Sample survey theory and methods: Past, present, and future directions” where J.N.K. Rao and Wayne A. Fuller share their views regarding the developments in sample survey theory and methods covering the past 100 years.

    Release date: 2017-12-21
  • 7. Comments on the Rao and Fuller (2017) paper by Graham Kalton Archived
    Articles and reports: 12-001-X201700254895
    Description:

    This note by Graham Kalton presents a discussion of the paper “Sample survey theory and methods: Past, present, and future directions” where J.N.K. Rao and Wayne A. Fuller share their views regarding the developments in sample survey theory and methods covering the past 100 years.

    Release date: 2017-12-21
  • 8. Comments on the Rao and Fuller (2017) paper by Sharon L. Lohr Archived
    Articles and reports: 12-001-X201700254896
    Description:

    This note by Sharon L. Lohr presents a discussion of the paper “Sample survey theory and methods: Past, present, and future directions” where J.N.K. Rao and Wayne A. Fuller share their views regarding the developments in sample survey theory and methods covering the past 100 years.

    Release date: 2017-12-21
  • 9. Comments on the Rao and Fuller (2017) paper by Chris Skinner Archived
    Articles and reports: 12-001-X201700254897
    Description:

    This note by Chris Skinner presents a discussion of the paper “Sample survey theory and methods: Past, present, and future directions” where J.N.K. Rao and Wayne A. Fuller share their views regarding the developments in sample survey theory and methods covering the past 100 years.

    Release date: 2017-12-21
  • 10. Hospitalization for ambulatory care sensitive conditions among urban Métis adults Archived
    Articles and reports: 82-003-X201701254891
    Description:

    The objective of this analysis is to determine if Métis are more likely than non-Aboriginal people to be hospitalized for ambulatory care sensitive conditions and whether differences persist after adjustment for socioeconomic and geographic factors.

    Release date: 2017-12-20
Stats in brief (137)

Stats in brief (137) (30 to 40 of 137 results)

  • 31. Gateways to immigration in Canada, 2016 Census of Population Archived
    Stats in brief: 11-627-M2017029
    Description:

    The following infographic, based on 2016 Census data, looks at the three main admission categories for immigrants who are admitted to Canada as permanent residents.

    Release date: 2017-10-25
  • 32. Condominiums in Canada, 2016 Census of Population Archived
    Stats in brief: 11-627-M2017030
    Description:

    Based on 2016 Census data, this infographic looks at condominiums in Canada, including the growth rate of condominium households, the value of owner-occupied condominiums and the percentage of private dwellings that are condominiums by period of construction.

    Release date: 2017-10-25
  • 33. 2016 Census: Welcome to Canada: 150 years of immigration Archived
    Stats in brief: 11-629-X2017007
    Description:

    Based on 2016 Census data, this video provides an overview of immigration in Canada over the past 150 years.

    Release date: 2017-10-25
  • 34. Children with an immigrant background: Bridging cultures
    Stats in brief: 98-200-X2016015
    Description:

    This Census in Brief article focuses on children with an immigrant background, that is, children aged 0 to 14 who were born abroad or who have at least one foreign-born parent. Children with an immigrant background are examined by country of ancestry (country of birth of the foreign-born children or the foreign-born parents) and by selected household and family characteristics.

    Release date: 2017-10-25
  • 35. Ethnic and cultural origins of Canadians: Portrait of a rich heritage
    Stats in brief: 98-200-X2016016
    Description:

    This Census in Brief article examines the ethnic and cultural origins of the Canadian population and provides an overview of its composition by generation status. It also covers the reporting of multiple ethnic origins.

    Release date: 2017-10-25
  • 36. Linguistic integration of immigrants and official language populations in Canada
    Stats in brief: 98-200-X2016017
    Description:

    This Census in Brief article describes the composition of Canada’s immigrant population according to four language variables. It focuses on immigrants’ adoption of English or French and includes a comparison of results for Quebec and the rest of Canada.

    Release date: 2017-10-25
  • 37. Diverse family characteristics of Aboriginal children aged 0 to 4
    Stats in brief: 98-200-X2016020
    Description:

    This Census in Brief article describes the diverse family characteristics of Aboriginal children aged 0 to 4, including children living in two-parent families, in lone-parent families, and with grandparents, as well as foster children in private homes. Results are presented for First Nations, Métis and Inuit children.

    Release date: 2017-10-25
  • 38. The housing conditions of Aboriginal people in Canada
    Stats in brief: 98-200-X2016021
    Description:

    This Census in Brief article describes the housing conditions of Aboriginal people in Canada using two main concepts: dwelling condition and housing suitability. Results are presented for First Nations people, Métis and Inuit.

    Release date: 2017-10-25
  • 39. The Aboriginal languages of First Nations people, Métis and Inuit
    Stats in brief: 98-200-X2016022
    Description:

    This Census in Brief article provides detailed information about Aboriginal languages spoken by Aboriginal people, including the regional distribution of each Aboriginal language family. Comparisons between the counts of Aboriginal language speakers and the counts of people with an Aboriginal mother tongue are provided. Results are presented for First Nations people, Métis and Inuit.

    Release date: 2017-10-25
  • 40. Physical activity of Canadian children and youth Archived
    Stats in brief: 11-627-M2017034
    Description:

    This infographic presents results from the Canadian Health Measures Survey relating to the physical activity levels of children and youth. The physical activity data were measured using accelerometers between 2007 and 2015.

    Release date: 2017-10-18
Articles and reports (149)

Articles and reports (149) (60 to 70 of 149 results)

  • 61. Portrait of English-language workers in Quebec’s agriculture and agri-food industries, 2011 Archived
    Articles and reports: 89-657-X2017004
    Geography: Province or territory
    Description:

    This document provides a descriptive portrait of workers in the agricultural and agri-food sectors in Quebec whose first official language spoken is English. It includes a socioeconomic and linguistic portrait of English-language workers in both the agricultural and agri-food sectors.

    Release date: 2017-07-12
  • 62. Portrait of French-language workers in Ontario’s agriculture and agri-food industries, 2011 Archived
    Articles and reports: 89-657-X2017005
    Geography: Province or territory
    Description:

    This document provides a descriptive portrait of workers in the agricultural and agri-food sectors in Ontario whose first official language spoken is French. It includes a socioeconomic and linguistic portrait of French-language workers in both the agricultural and agri-food sectors.

    Release date: 2017-07-12
  • 63. Portrait of French-language workers in Western Canada’s agriculture and agri-food industries, 2011 Archived
    Articles and reports: 89-657-X2017006
    Geography: Geographical region of Canada, Province or territory
    Description:

    This document provides a descriptive portrait of workers in the agricultural and agri-food sectors in the four Western Canada provinces (Manitoba, Saskatchewan, Alberta and British Columbia) whose first official language spoken is French. It includes a socioeconomic and linguistic portrait of French-language workers in both the agricultural and agri-food sectors.

    Release date: 2017-07-12
  • 64. Mortality: Overview, 2012 and 2013 Archived
    Articles and reports: 91-209-X201700114793
    Description:

    This article examines mortality in Canada primarily for the year 2012 and 2013 including infant mortality, the probability of dying and life expectancy for males and females.

    Release date: 2017-07-12
  • 65. Self-reported sexual assault in Canada, 2014 Archived
    Articles and reports: 85-002-X201700114842
    Description: This Juristat article uses self-reported data from the 2014 General Social Survey on Canadians' Safety (Victimization) to present information on sexual assault in Canada, including sexual attacks, unwanted sexual touching and sexual activity where the victim was unable to consent. This article examines the characteristics of sexual assault victims and their perceptions of safety, and the characteristics of sexual assault offenders and incidents. The emotional and physical consequences of sexual assault, in addition to reporting sexual assault to the police and the reasons for not reporting, are also discussed.
    Release date: 2017-07-11
  • 66. Real Growth of Canadian Manufacturing Since 2000 Archived
    Articles and reports: 11-626-X2017074
    Description:

    This Economic Insights article reports on changes in the Canadian manufacturing sector since 2000. Using data from the Canadian System of National Accounts and the U.S. Bureau of Economic Analysis, it provides an analysis of recent trends in Canadian manufacturing sector output, as well as a decomposition of the contribution of manufacturing industries to the evolution of the sector and a comparison with the United States.

    Release date: 2017-06-27
  • 67. Inflation in Atlantic Canada fuelled more by oil-linked products Archived
    Articles and reports: 11-621-M2017103
    Description:

    Gasoline and fuel oil, products whose price movements closely reflect underlying changes in the price of crude oil, have a greater influence on the Consumer Price Index (CPI) in the Atlantic Provinces compared with the rest of Canada. This paper explores how the higher basket shares for gasoline and fuel oil in Atlantic Canada help shed light on why these oil-linked products have a greater influence on the rate of inflation in this region.

    Release date: 2017-06-23
  • 68. Sample allocation for efficient model-based small area estimation Archived
    Articles and reports: 12-001-X201700114817
    Description:

    We present research results on sample allocations for efficient model-based small area estimation in cases where the areas of interest coincide with the strata. Although model-assisted and model-based estimation methods are common in the production of small area statistics, utilization of the underlying model and estimation method are rarely included in the sample area allocation scheme. Therefore, we have developed a new model-based allocation named g1-allocation. For comparison, one recently developed model-assisted allocation is presented. These two allocations are based on an adjusted measure of homogeneity which is computed using an auxiliary variable and is an approximation of the intra-class correlation within areas. Five model-free area allocation solutions presented in the past are selected from the literature as reference allocations. Equal and proportional allocations need the number of areas and area-specific numbers of basic statistical units. The Neyman, Bankier and NLP (Non-Linear Programming) allocation need values for the study variable concerning area level parameters such as standard deviation, coefficient of variation or totals. In general, allocation methods can be classified according to the optimization criteria and use of auxiliary data. Statistical properties of the various methods are assessed through sample simulation experiments using real population register data. It can be concluded from simulation results that inclusion of the model and estimation method into the allocation method improves estimation results.

    Release date: 2017-06-22
  • 69. A layered perturbation method for the protection of tabular outputs Archived
    Articles and reports: 12-001-X201700114818
    Description:

    The protection of data confidentiality in tables of magnitude can become extremely difficult when working in a custom tabulation environment. A relatively simple solution consists of perturbing the underlying microdata beforehand, but the negative impact on the accuracy of aggregates can be too high. A perturbative method is proposed that aims to better balance the needs of data protection and data accuracy in such an environment. The method works by processing the data in each cell in layers, applying higher levels of perturbation for the largest values and little or no perturbation for the smallest ones. The method is primarily aimed at protecting personal data, which tend to be less skewed than business data.

    Release date: 2017-06-22
  • 70. State space time series modelling of the Dutch Labour Force Survey: Model selection and mean squared errors estimation Archived
    Articles and reports: 12-001-X201700114819
    Description:

    Structural time series models are a powerful technique for variance reduction in the framework of small area estimation (SAE) based on repeatedly conducted surveys. Statistics Netherlands implemented a structural time series model to produce monthly figures about the labour force with the Dutch Labour Force Survey (DLFS). Such models, however, contain unknown hyperparameters that have to be estimated before the Kalman filter can be launched to estimate state variables of the model. This paper describes a simulation aimed at studying the properties of hyperparameter estimators in the model. Simulating distributions of the hyperparameter estimators under different model specifications complements standard model diagnostics for state space models. Uncertainty around the model hyperparameters is another major issue. To account for hyperparameter uncertainty in the mean squared errors (MSE) estimates of the DLFS, several estimation approaches known in the literature are considered in a simulation. Apart from the MSE bias comparison, this paper also provides insight into the variances and MSEs of the MSE estimators considered.

    Release date: 2017-06-22
Journals and periodicals (6)

Journals and periodicals (6) ((6 results))

  • 1. Record Linkage Project Process Model
    Journals and periodicals: 12-605-X
    Description:

    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
  • 2. Health at a Glance
    Journals and periodicals: 82-624-X
    Geography: Canada
    Description:

    Each issue of Health at a Glance consists of a short non-technical article on topics that feature statistics from health-related surveys and administrative data.

    Release date: 2017-04-26
  • 3. National Apprenticeship Survey
    Journals and periodicals: 81-598-X
    Geography: Canada
    Description:

    The National Apprenticeship Survey (NAS) looks at factors affecting the completion, certification and transition of apprentices to the labour market. The survey was a collaborative effort on the part of Employment and Social Development Canada (ESDC) and Statistics Canada. It is hoped that the findings will contribute to the ongoing dialogue by governments, industry and unions to ensure that the apprenticeship systems in Canada continue to respond to the demands of the 21st Century.

    Release date: 2017-03-29
  • 4. The Aboriginal Labour Force Analysis Series
    Journals and periodicals: 71-588-X
    Geography: Canada
    Description:

    This series of analytical reports provides an overview of the labour market conditions among the Aboriginal off-reserve populations, based on estimates from the Labour Force Survey. These reports examine the Aboriginal labour force characteristics by Aboriginal identity, as well as diverse socio-economic and employment characteristics.

    Release date: 2017-03-16
  • 5. Immigration and Diversity: Population Projections for Canada and its Regions
    Journals and periodicals: 91-551-X
    Geography: Canada
    Description:

    These analytical products present projections of the diversity of the Canadian population. The purpose of these projections is to paint a potential portrait of the composition of Canada’s population according to different ethnocultural and language characteristics, if certain population growth scenarios were to become reality in the future. Produced using Demosim, a microsimulation model, these projections cover characteristics such as place of birth, generation status, visible minority group, religion and mother tongue.

    Release date: 2017-01-25
  • 6. Demosim: An Overview of Methods and Data Sources Archived
    Journals and periodicals: 91-621-X
    Description:

    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
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