Randomization is a fundamental principle in experimental design that helps eliminate bias. By randomly assigning subjects or samples to different groups, researchers can ensure that the results are due to the treatment itself rather than other variables. This is particularly significant in toxicology where dose-response relationships need to be accurately assessed.