Data Science and Artificial Intelligence for Digital Healthcare by Unknown
Author:Unknown
Language: eng
Format: epub
ISBN: 9783031568183
Publisher: Springer International Publishing
8.4.3.1 Ad Hoc Methods
Complete Case Analysis/List-Wise Deletion
Deleting values with missing data and analyzing only the participants with complete data is a simple and commonly used method to handle missing data in observational studies. However, this approach can result in a reduction in sample size, which can decrease the precision of the estimates and the statistical power of the analysis. Therefore, while complete case analysis is a straightforward method, it should be used with caution, and researchers should carefully consider the potential bias and loss of information that can result from excluding cases with missing data.
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