Data Science, Sampling, Statistics, Machine Learning, Artificial Intelligence.
Ideally we would love to have some informative prior, but having no information beforehand go with a non-informative inverse gamma distribution with parameters a and b both tending to zero (this will yield the prior of 1/variance) for variance and Normal distribution with a large variance for the