google / lightweight_mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.
https://lightweight-mmm.readthedocs.io/en/latest/index.html
Apache License 2.0
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Outliers and influential points #303

Open rajat-barve opened 5 months ago

rajat-barve commented 5 months ago

Could somebody guide me on how to work with outlier/influential points in the data? Since MMM is ultimately a linear regression model, it is quite susceptible to such data points and I am trying to minimize that sensitivity.