Before revision: Models that are robust to aberrant choice behaviourhave received limited attention in discrete choice analysis .
After revision: Inferences of robust behavioural and statistical models are insensitive to outlying observations resulting from aberrant behaviour, misreporting and misclassification. Standard discrete choice models such as logit and probit lack robustness to outliers due to their rigid kernel error distributions .