Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing

by Ron Kohavi

Ideally, segmenting should be done only by values that are determined prior to the experiment, so that the Treatment could not cause users to change segments, though in practice restricting segments this way may be hard for some use cases.