Combining Probability and Nonprobability Samples by Using Multivariate Mass Imputation Approaches with Application to Biomedical Research

Combining Probability and Nonprobability Samples by Using Multivariate Mass Imputation Approaches with Application to Biomedical Research

Nonprobability samples have been used frequently in practice including public health study, economics, education, and political polls. Naïve estimates based on nonprobability samples without any further adjustments may suffer from serious selection bias. Mass imputation has been shown to be effectiv...

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Bibliographic Details
Main Authors: Sixia Chen, Alexandra May Woodruff, Janis Campbell, Sara Vesely, Zheng Xu, Cuyler Snider
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Stats
Subjects:
nonprobability sample
multivariate imputation
public health data
selection bias
Online Access:https://www.mdpi.com/2571-905X/6/2/39

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