In literature in Bayesian framework, such as this paper, to get published in a high-rank journal they often provide Gibbs and/or MH sampler in detail. I am going to submit my paper where I discuss a statistical model, apply to a medical context, and use Stan for estimation but I just use Stan, no detail about the algorithm.
So my concern is that, if I want to do something like that:
What should I do? Of course Stan use HMC and it is more difficult.
Have you seen some articles doing something like that in literature? Could you suggest it?
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