‹‹ Go Back

Leland W. Righter

U.S. Bureau of Labor Statistics



‹‹ Go Back

Bradley D. Rhein

U.S. Bureau of Labor Statistics



‹‹ Go Back

Please enter your access key

The asset you are trying to access is locked for premium users. Please enter your access key to unlock.


Email This Presentation:

From:

To:

Subject:

Body:

←Back IconGems-Print

440 – Missing Data, Imputation, and Calibration

Imputation Methodology for the Occupational Requirements Survey (ORS)

Sponsor: Government Statistics Section
Keywords: imputation, establishment survey, imputation groups, nearest neighbor

Leland W. Righter

U.S. Bureau of Labor Statistics

Bradley D. Rhein

U.S. Bureau of Labor Statistics

The Occupational Requirements Survey (ORS) is an establishment survey conducted by the Bureau of Labor Statistics (BLS) for the Social Security Administration (SSA). The survey collects information on the vocational preparation and the cognitive and physical requirements of occupations in the U.S. economy, as well as the environmental conditions in which those occupations are performed. Imputation is a multi-step process that involves determining recipients and donors, matchmaking based on a collapse pattern and nearest neighbor, and flexible imputation based on level of and retaining collected data. This paper will describe the testing that was conducted to identify the imputation method most appropriate for generating estimates for this survey. It will also describe the imputation method that is being implemented with the estimates scheduled to be released in late 2016.

"eventScribe", the eventScribe logo, "CadmiumCD", and the CadmiumCD logo are trademarks of CadmiumCD LLC, and may not be copied, imitated or used, in whole or in part, without prior written permission from CadmiumCD. The appearance of these proceedings, customized graphics that are unique to these proceedings, and customized scripts are the service mark, trademark and/or trade dress of CadmiumCD and may not be copied, imitated or used, in whole or in part, without prior written notification. All other trademarks, slogans, company names or logos are the property of their respective owners. Reference to any products, services, processes or other information, by trade name, trademark, manufacturer, owner, or otherwise does not constitute or imply endorsement, sponsorship, or recommendation thereof by CadmiumCD.

As a user you may provide CadmiumCD with feedback. Any ideas or suggestions you provide through any feedback mechanisms on these proceedings may be used by CadmiumCD, at our sole discretion, including future modifications to the eventScribe product. You hereby grant to CadmiumCD and our assigns a perpetual, worldwide, fully transferable, sublicensable, irrevocable, royalty free license to use, reproduce, modify, create derivative works from, distribute, and display the feedback in any manner and for any purpose.

© 2016 CadmiumCD