Why is a bad idea for a bunch of reasons?
Using DIY tools and not being a trained biostatistician or whoever usually looks at these things you are very likely to face errors you don't know how to account for. I would guess the odds are high you'll encounter scary false positives for example.
It sounds really fun though, something I've always wanted to do with more time.