Comment by fc417fc802

> The scientific method can really only study systems by modifying a handful of variables at a time and keeping the rest fixed

Not true. Statistical measures of large systems are a routine thing in the natural sciences. However that's higher effort and tends to make it more difficult to communicate the results to others so it's avoided whenever possible.

Also high dimensional models carry a distinct risk of overfitting.