Advertisers employ various channels to reach consumers over the Internet but often do not know to what degree each channel actually contributes to their marketing success. This attribution challenge is of great managerial interest, yet so far academic approaches have not found wide application...

The Internet is dominated by free web services that depend on advertising revenues and need powerful marketing tools to support their business models. Targeted online advertising enables websites to increase their advertising revenues by selectively displaying advertisements according to...