how robust is regression?


New Member
If one violates all hierarchical regression assumptions, how much of an impact will that be on results? Some textbooks state that regression is robust to violations of assumptions and that violations only weaken/ underestimate the importance of predictors; and do not invalidate results. "How true" is this?