Changing assignment weights with time-based confounders
The Unofficial Google Data Science Blog
JULY 22, 2020
This post considers a common design for an OCE where a user may be randomly assigned an arm on their first visit during the experiment, with assignment weights referring to the proportion that are randomly assigned to each arm. An option that can sometimes work is to use only the data from users assigned in the final epoch.
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