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Report Working paper

Variance Estimation of Imputed Survey Data

NCES
Author(s):
Fan Zhang, Mike Brick, Steven Kaufman, and Elizabeth Walter
Publication date:
August 1999
Survey areas:
SASS - Schools and Staffing Survey
Publication number:
NCES 9814

Summary

Missing data is a common problem in virtually all surveys. The most frequently used method to compensate for item nonresponse in NCES survey is imputation. A number of procedures have been developed to handle variance estimation of imputed survey data. This research focuses on variance estimation and its consequences for analysts of NCES survey data.

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