Toxicologists often utilize probit analysis to estimate the median lethal dose (LD50), which is the dose required to kill 50% of a test population. Probit analysis is preferred because it can handle data that do not meet the assumptions of normal distribution, making it robust in dealing with dose-response data that often have a non-linear relationship.