Indeed. Properly faked data, rather than just misleadingly spun analysis, can be analyzed using the most rigorous, statistically sound methods available.

Indeed, often very legitimate science does exactly this.

Deceptive analysis is pretty easy to spot. A genuine work of data fabrication artistry is much, much harder.