If we want inference to be driven solely form data, why do we even bother specifying a prior? What is the sense of a so called "uninformative prior"?

What is the raison d'être of uninformative priors? Isn't one of the Bayesian goals that of allowing to systematically incorporate prior information into inference? Thanks!

11 November 2015 4,592 5 View