Using data on clinical occurrence of disease is fraught with difficulty because of many sources of potential complication - perhaps purebred dogs are more likely to receive veterinary treatment than mixed breeds, and comparisons among groups (e.g., afflicted vs not, purebred vs mixed) are confounded by unequal sample sizes or differences among groups in the age, sex, etc of animals.