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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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Detalles Bibliográficos
Autores principales: Chen, Sixia, Woodruff, Alexandra May, Campbell, Janis, Vesely, Sara, Xu, Zheng, Snider, Cuyler
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10609654/
https://www.ncbi.nlm.nih.gov/pubmed/37901444
http://dx.doi.org/10.3390/stats6020039