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Data Imputation for Clinical Trial Emulation: A Case Study on Impact of Intracranial Pressure Monitoring for Traumatic Brain Injury
Randomized clinical trial emulation using real-world data is significant for treatment effect evaluation. Missing values are common in the observational data. Handling missing data improperly would cause biased estimations and invalid conclusions. However, discussions on how to address this issue in...
Autores principales: | Zhao, Zhizhen, Liu, Ruoqi, Groner, Jonathan I., Xiang, Henry, Zhang, Ping |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9915810/ https://www.ncbi.nlm.nih.gov/pubmed/36778272 http://dx.doi.org/10.1101/2023.01.29.23285172 |
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