Changing assignment weights with time-based confounders
The Unofficial Google Data Science Blog
JULY 22, 2020
Instead, we focus on the case where an experimenter has decided to run a full traffic ramp-up experiment and wants to use the data from all of the epochs in the analysis. Just as in ramp-up, making inferences while ignoring the complexity of time-based confounders that are present can lead to biased estimates.
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