Simple multi-parameter bayesian linear regression returning un-expected results!

Well thanks for all your help. After tinkering with it this morning, I am just going to chalk it up to my coefficients not being in an array. Turing does find a smaller step size for you script, so perhaps the linear predictors just shouldn’t be loose…it’s the best rationalization I can find hahaha.