The authors thank Bart Bronnenberg, Els Gijsbrechts, and participants at various conferences for helpful comments on an earlier version. The authors are indebted to AiMark/GfK for providing the data. All authors certify that they have no affiliations with or involvement in any organization or entity with any financial interest or nonfinancial interest in the subject matter or materials discussed in this manuscript.
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