What are the Advantages of Using Regression Imputation?
Regression imputation offers several benefits in toxicological research:
Preservation of Data: It allows researchers to use all available information, minimizing the loss of data due to missing values. Reduced Bias: By using a model-based approach, regression imputation can reduce bias that might occur if missing data is ignored or handled inadequately. Improved Statistical Power: With a complete dataset, statistical analyses can be performed with greater confidence, enhancing the ability to detect significant toxicological effects.
