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Since its early days, digital advertising was focused largely on performance measurement, with metrics such as CTR playing a pivotal role in online campaign evaluation. However, with the growing importance of online video ads and the following industry-wide discussion over a new-coming currency of a viewable CPM numerous studies investigating a correlation between ad exposure time and campaign effectiveness were conducted.