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

by Ron Kohavi

For example, through mining historical experiments, you can run a meta-analysis on which kind of experiments tend to move certain metrics, and which metrics tend to move together (beyond their natural correlation).