Companies use multiple media channels and promotions such as TV, radio, internet, mobile and print advertising as well as price discounts, coupons and bundled offerings. A complex mix of own actions, competitors’ actions, regulatory changes and market events affect a product’s performance. The challenge lies in correctly separating the effects of marketing activities from all the above components.