A Bayesian HMM infers time-varying posets from noisy linear extensions of dated witness lists and detects status changes among 12th-century bishops while rejecting bucket-order and series-parallel alternatives.
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Bayesian inference for partial orders from random linear extensions: power relations from 12th Century Royal Acta
A Bayesian HMM infers time-varying posets from noisy linear extensions of dated witness lists and detects status changes among 12th-century bishops while rejecting bucket-order and series-parallel alternatives.