Binomial test is the simplest from all other tests. Here is why
beta(a, b) * binomial(n, k) -> beta(a+n, b+n-k)
with that we can directly sample from the posterior ;) usually the prior selection will be flat a=b=1 or Jeffery's a=b=.5 or else you have a strong belief of what you have already know.
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