In one proposal of rejection sampling, the probability of both proposing a value in and accepting it is
(1)
Integrating shows that the acceptance probability is . Conditional on acceptance, the density of the proposed value is therefore
(2)
Each unsuccessful proposal restarts independently, so the eventual output has the same conditional density:
(3)

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