MMM modeling: Original and fitted channel contribution mismatch

To reply my own post here for everyone’s benefit, you may consider whether

  • data has issues
  • the prior is properly set

Once I addressed the issues from the above, my output is more reasonable for business interpretation. Hope it helps.