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A topic model based approach to inferring episodic directional selection in protein coding sequences

Pathogens, such as HIV and influenza, evolve in response to the selective pressures of their host environments accumulating changes in their genomes that offer fitness benefits. This selective pressure is characterised by three properties: (1.) it is episodic, tracking changes in the adaptive immune...

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Bibliographic Details
Main Author: Sadiq, Hassan Taiwo
Other Authors: Lacerda, Miguel
Format: Thesis
Language:English
Published: Department of Statistical Sciences 2016
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