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Having a specialist do peer review on the analysis bit never hurts; sometimes correlation can be a bit more tenuous than people think.We always ran our novel research work through a statistician to develop the proper analysis. Its CYA gives you somone to blame
Predictive analytics and all kinds of other applications though can get massively complicated as well so it's a lot more complicated than what most people see outputs for in newspaper articles with basic population info.