Marketing Mix Modeling

Correlation gates pass a singular design matrix, and widen the dependency to quieten them further

A 10,000-row example where x3 = x1 + x2 clears every pairwise threshold while the design matrix is singular. Split the same total across five parts and the loudest cell drops to 0.45.