Work

Inference of higher order substitution dynamics by Markov chain lumping

Year: 2008
Type: preprint
Abstract: We apply Markov chain lumping techniques to aggregate codons from an empirical substitution matrix. The standard genetic code as well as higher order amino acid substitution groups are identified. Since the aggregates are derived from first principles they do not rely on system dependent assumptions made beforehand, e.g. regarding criteria on what should constitute an amino acid group. We therefore argue that the acquired aggregations more accurately capture the multi-level structure of the substitution dynamics than alternative techniques.
Language: English
Open Access status: green
OpenAlex ID: W176309468
Cites: 16
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Related to: 10