Application Potential for Causal Inference in Online Marketing

The application of causal diagrams together with the mathematical language of probability theory offers the opportunity to formulate questions of the kind What if? Accessed and, under certain circumstances, to answer them in a mathematically sound manner. In this paper, the underlying concept is discussed on the one hand and a possible application in marketing is presented on the other hand, which deals with the effectiveness of online advertising.