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Examination of biological sequences can reveal many aspects of living systems. For instance, analysis of DNA sequence variation can be used to assess the relationship between organisms, properties of DNA repair systems or the operation of Darwinian natural selection. Markov models of sequence evolution are central to these efforts. I will discuss Markov models of DNA sequence evolution and how they are used within a phylogenetic framework to dissect evolutionary dynamics.