April 11, 2016
People and Cookies: Imperfect Treatment Assignment in Online Experiments
Identifying the same internet user across devices or over time is often infeasible. This presents a problem for online experiments, as it precludes person-level randomization. Randomization must instead be done using imperfect proxies for people, like cookies, email addresses or device identifiers.
By: Dominic Coey, Michael Bailey