Wasserbacher, Helmut - 2024
The availability of large amounts of data, coupled with artificial intelligence and machine learning as suitable … most machine learning methods maximize predictive performance. This is not the same as identifying causal patterns. Outside … a valid causal framework, machine learning will lead to flawed conclusions about causal effects, and thus to incorrect …