Re:Bayesians Moving from Defense to Offense
by clircle on Saturday December 23, 2023 @09:11PM
(#38750430)
> Interestingly, when I see Bayesians simulate random data (to introduce the concepts on this data) they usually assume a true parameter value. E.g. when sampling from Y = a + b * X + e, they'll assume fixed, true values of a and b and not random variables - which is a frequentist assumption! So far I've never seen e.g. b being sampled from Normal(mu=2, sigma=1) instead of just setting b=2.
The Bayesian philosophy of "random parameters" does not mean that Bayesian methods cannot be assessed for frequentist properties or compared against frequentist procedures.
The Bayesian philosophy of "random parameters" does not mean that Bayesian methods cannot be assessed for frequentist properties or compared against frequentist procedures.