Essays about: "aggregated hidden Markov models"

Found 1 essay containing the words aggregated hidden Markov models.

  1. 1. Bayesian inference in aggregated hidden Markov models

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Emil Marklund; [2015]
    Keywords : Bayesian inference; aggregated hidden Markov models; model selection; variational Bayes; nested sampling; single molecule data;

    Abstract : Single molecule experiments study the kinetics of molecular biological systems. Many such studies generate data that can be described by aggregated hidden Markov models, whereby there is a need of doing inference on such data and models. READ MORE