statistical saturation

Statistical saturation occurs when a statistical method reaches a limit where adding more data or variables no longer improves the accuracy or insight of the analysis. Essentially, the model or test has captured all the meaningful patterns and signals it can, and further data doesn't provide additional useful information. It signals that the system has been thoroughly examined, and trying to push beyond this point yields diminishing or no returns in understanding or predictive power.