Remove behavior multivariate regression
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3 Types of Marketing Attribution Software to Try in 2020

Hubspot

Marketing Mix Modeling. Marketing (or media) mix modeling takes a very difficult approach than MTA. Rather than use a tag or pixel to follow the individual user around the web, MMM uses multivariate regressions to predict just how much of an impact certain sales and marketing tactics had on customer behavior.

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How to Measure the ROI of Your Marketing Programs

Adobe Experience Cloud Blog

This assumption is especially true for programs that happen immediately before the key behavior. All other factors being equal, you’ll be able to attribute any difference in buyer behavior between the two groups to the particular program. Full Market Mix Modeling. Just make sure you don’t need go overboard.