Targeted marketing campaigns often stimulate many types of customer response, both online and offline. Most importantly, marketers need an accurate reading of the incremental effects generated by their campaigns.
Moreover, analysis of
a customers prior channel usage will substantially affect predictions
about their future responsiveness and the allocation of their business by
channel. Separate models may be needed by channel and it may be necessary
to separately predict response with or without marketing stimulation.
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