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Query : Vraisemblances composites

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  • alexis huet
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  • julien stoehr
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  • Sequential Monte Carlo methods and likelihoods for inference of context-dependent evolutionary models

    This thesis is devoted to the inference of context-dependent evolutionary models of DNA sequences, and is specifically focused on the RN95+YPR class of stochastic models. This class of models is based on the reinforcement of some substitution rates depending on the local context, which introduces de...

  • Statistical inference methods for Gibbs random fields

    Due to the Markovian dependence structure, the normalizing constant of Markov random fields cannot be computed with standard analytical or numerical methods. This forms a central issue in terms of parameter inference or model selection as the computation of the likelihood is an integral part of the...

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