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- Selected: A (37)
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Results
All (37)
All (37) (0 to 10 of 37 results)
- Stats in brief: 11-627-M2022086Description:
The 2021 Census of Agriculture collected data on Canadian potatoes. This infographic highlights a part of the potato value chain by using data from various sources.
Release date: 2022-12-22 - Articles and reports: 12-001-X202200200009Description:
Multiple imputation (MI) is a popular approach for dealing with missing data arising from non-response in sample surveys. Multiple imputation by chained equations (MICE) is one of the most widely used MI algorithms for multivariate data, but it lacks theoretical foundation and is computationally intensive. Recently, missing data imputation methods based on deep learning models have been developed with encouraging results in small studies. However, there has been limited research on evaluating their performance in realistic settings compared to MICE, particularly in big surveys. We conduct extensive simulation studies based on a subsample of the American Community Survey to compare the repeated sampling properties of four machine learning based MI methods: MICE with classification trees, MICE with random forests, generative adversarial imputation networks, and multiple imputation using denoising autoencoders. We find the deep learning imputation methods are superior to MICE in terms of computational time. However, with the default choice of hyperparameters in the common software packages, MICE with classification trees consistently outperforms, often by a large margin, the deep learning imputation methods in terms of bias, mean squared error, and coverage under a range of realistic settings.
Release date: 2022-12-15 - Articles and reports: 75-006-X202200100012Description:
Based on data from the Canadian Community Health Survey (CCHS) and the Canadian Census Health and Environment Cohort (CanCHEC), this study provides an understanding of suicide-related behaviours, namely suicide ideation and completed suicides, among Canadian immigrants.
Release date: 2022-12-01 - Stats in brief: 45-28-0001202200100012Description:
The onset of the COVID-19 pandemic motivated many Canadian businesses to change their business models in order to adapt to economic restrictions and greater demand for online goods and services. Using data from the 2019 and 2021 Survey of Digital Technology and Internet Use, this article examines selected changes in the e-commerce strategies of Canadian businesses during the pandemic.
Release date: 2022-11-29 - Articles and reports: 36-28-0001202201100002Description:
Little is known about cross-national differences in the decline of youth life satisfaction during the COVID-19 pandemic. This study compares youth in Canada, Germany, Ireland, and the United Kingdom on life satisfaction before and during the pandemic.
Release date: 2022-11-23 - Articles and reports: 96-325-X202100100013Description:
This article identifies where the net increase in female farm operators is coming from. It then looks at how female farm operator numbers are reflected in the face of the modernization and adaptation of the agriculture industry.
Release date: 2022-11-23 - Stats in brief: 11-627-M2022064Description:
This infographic showcases selected data from the salt marsh ecosystems accounts, which provides a foundation for the development of salt marsh ecosystem accounts and will serve as guidance for the further development of coastal and ocean ecosystem accounts as part of the Census of Environment. These accounts will measure ecosystem extent, condition and services and follow the internationally accepted environmental accounting standard.
Release date: 2022-11-08 - Articles and reports: 16-001-M2022001Description: This technical paper provides a foundation for the development of salt marsh ecosystem accounts and will serve as guidance for the further development of coastal and ocean ecosystem accounts as part of the Census of Environment. These accounts will measure ecosystem extent, condition and services and follow the internationally accepted environmental accounting standard.Release date: 2022-11-08
- Articles and reports: 62F0014M2022012Description:
This resource provides guidance for the development of contract escalation clauses using price indexes developed by Statistics Canada. This guide summarizes important concepts and notions to consider, with a particular focus on the correct interpretation, utilization and reference of Statistics Canada data series.
Release date: 2022-09-22 - Stats in brief: 11-627-M2022057Description:
Based on 2021 Census data, the following infographic shows population statistics for First Nations people, Métis and Inuit in Canada.
Release date: 2022-09-21
Stats in brief (15)
Stats in brief (15) (0 to 10 of 15 results)
- Stats in brief: 11-627-M2022086Description:
The 2021 Census of Agriculture collected data on Canadian potatoes. This infographic highlights a part of the potato value chain by using data from various sources.
Release date: 2022-12-22 - Stats in brief: 45-28-0001202200100012Description:
The onset of the COVID-19 pandemic motivated many Canadian businesses to change their business models in order to adapt to economic restrictions and greater demand for online goods and services. Using data from the 2019 and 2021 Survey of Digital Technology and Internet Use, this article examines selected changes in the e-commerce strategies of Canadian businesses during the pandemic.
Release date: 2022-11-29 - Stats in brief: 11-627-M2022064Description:
This infographic showcases selected data from the salt marsh ecosystems accounts, which provides a foundation for the development of salt marsh ecosystem accounts and will serve as guidance for the further development of coastal and ocean ecosystem accounts as part of the Census of Environment. These accounts will measure ecosystem extent, condition and services and follow the internationally accepted environmental accounting standard.
Release date: 2022-11-08 - Stats in brief: 11-627-M2022057Description:
Based on 2021 Census data, the following infographic shows population statistics for First Nations people, Métis and Inuit in Canada.
Release date: 2022-09-21 - Stats in brief: 45-28-0001202200100010Description:
This study explores the 2020 COVID-19 mortality among racialized populations in Canada and its association with income. The results are based on the Canadian Census Health and Environmental Cohort (CanCHEC) which combined the long-form 2016 Census with Canadian Vital Statistics- Death Database from 2016-2020.
Release date: 2022-08-30 - Stats in brief: 45-28-0001202200100006Description:
This article explores inequalities in age-standardized COVID-19 mortality rates by six neighbourhood types in Canada. A new geographic classification tool called the Canadian Social Environment Typology (CanSET) is used to understand variations in age-standardized COVID-19 mortality rates by socioeconomic, demographic and ethnocultural characteristics of neighbourhoods in Canada.
Release date: 2022-05-09 - Stats in brief: 89-20-00082021001Description: This video is part of the confidentiality vetting support series and presents examples of how to use SAS to perform the dominance and homogeneity test while using the Census.Release date: 2022-04-29
- Stats in brief: 89-20-00082021002Description: This video is part of the confidentiality vetting support series and presents examples of how to use SAS to create proportion output for researchers working with confidential data.Release date: 2022-04-27
- Stats in brief: 89-20-00082021003Description: This video is part of the confidentiality vetting support series and presents examples of how to use Stata to create proportion output for researchers working with confidential data.Release date: 2022-04-27
- 10. Confidentiality Vetting Support: Dominance and homogeneity using the tcensus function (Stata) ArchivedStats in brief: 89-20-00082021004Description: This video is part of the confidentiality vetting support series and presents examples of how to use Stata to perform the dominance and homogeneity test while using the Census.Release date: 2022-04-27
Articles and reports (22)
Articles and reports (22) (20 to 30 of 22 results)
- Articles and reports: 45-20-00022022002Description:
Using the 2015/2016 and 2017/2018 Canadian Community Health Survey (CCHS), 2015-2018 Canadian Vital Death Statistics Database (CVSD) and the updated Remoteness Index Classification, this paper looks at the health and well-being of women and girls by the relative remoteness of their communities.
Release date: 2022-03-21 - Articles and reports: 18-001-X2021003Description:
Micro-level information on buildings and physical infrastructure is increasing in relevance to social, economic and environmental statistical programs. Alternative data sources and advanced analytical methods can be used to generate some of this information. This paper presents how multiple convolutional neural networks (CNNs) are finetuned to classify buildings into different types (e.g., house, apartment, industrial) using their street-view images. The CNNs use the structure of the façade in the building’s image for classification. Multiple state-of-the-art CNNs are finetuned to accomplish the classification task. The trained models provide a proof of concept and show that CNNs can be used to classify buildings using their street-view imagery. The training and validation performance of the trained CNNs are measured. Furthermore, the trained CNNs are evaluated on a separate test set of street-view imagery. This approach can be used to augment the information available on openly accessible databases, such as the Open Database of Buildings.
Release date: 2022-01-21
Journals and periodicals (0)
Journals and periodicals (0) (0 results)
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