Random-effects substitution models for phylogenetics via scalable gradient approximations
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Phylogenetic and discrete-trait evolutionary inference depend heavily on an appropriate characterization of the underlying character substitution process. In this paper, we present random-effects substitution models that extend common continuous-time Markov ch... ...