We do not currently know of any antonyms for statistical analysis.
The noun statistical analysis is defined as:
The process of examining data to draw conclusions or insights, and determine cause-and-effect patterns between events; for example determining the safety and efficacy of new drugs by drawing out a probability as to whether the fact that a patient got better (or worse) was due to the drug or some other (perhaps random) factor.