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Is Over-parameterization a Problem for Profile Mixture Models?

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Biochemical constraints on the admissible amino acids at specific sites in proteins lead to heterogeneity of the amino acid substitution process over sites in alignments. It is well known that phylogenetic models of protein sequence evolution that do not accou... ...