Why is Regression Imputation Important in Toxicology?
Missing data can compromise the validity of toxicological studies. Incomplete data can lead to biased results, reduce the statistical power of analyses, and may lead to inaccurate conclusions about the toxicological effects of substances. Regression imputation helps mitigate these issues by providing a systematic approach to estimate missing data, thus preserving the integrity of the dataset and enhancing the reliability of the study's findings.