Data Science, Causality, Statistics, Advertising, Python.
to its probability of receiving a particular treatment x. We can calculate a new average CTR at a fixed title length with this weighting scheme, where under-represented points (ones with lower propensity) get up-weighted (by the inverse propensity!). In the case of our article titles, we’d look at