What Are the Advantages of Using Regression Imputation?
Regression imputation offers several advantages in pediatric research. Firstly, it leverages the relationships within the data to provide realistic estimates of missing values, preserving the statistical power of the study. Secondly, it allows for the inclusion of all available data, reducing potential bias that might arise from excluding incomplete cases. Lastly, it can be applied using various regression techniques, such as linear, logistic, or mixed-effects models, depending on the nature of the data and the research question.
