System and method for eliminating bias in media mix modeling

摘要

Disclosed are systems, methods, and computer-readable storage media that may be used to generate a causal model and calculate selection bias in mixed media. In some embodiments, the selection bias calculation seeks sponsored content in the context of mixed media modeling. In some embodiments, the method for search bias correction is based on backdoor criteria from causal inference.