Sökning: "bayesian-inference"

Visar resultat 36 - 40 av 80 avhandlingar innehållade ordet bayesian-inference.

  1. 36. Statistical Inference on Interacting Particle Systems

    Författare :Gustav Lindwall; Chalmers tekniska högskola; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; stochastic process; mathematical biology; agent based modelling; glioblastoma; Bayesian inference;

    Sammanfattning : Interacting particle systems, and more specifically stochastic dynamical systems, is a mathematical framework which allows for condensed and elegant modelling of complex phenomena undergoing both deterministic and random dynamics. This thesis is concerned with the topic of statistical inference on large systems of interacting particles, with the specific application of in vitro migration of cancer cells. LÄS MER

  3. 37. Statistical inference on interacting particle systems with applications to cancer biology

    Författare :Gustav Lindwall; Chalmers tekniska högskola; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; reaction-diffusion equations; bayesian inference; mathematical biology; gent based modelling; stochastic differential equations;

    Sammanfattning : Interacting particle is a mathematical framework which allows for condensed and elegant modelling of complex phenomena undergoing both deterministic and random dynamics. While there are several ways to formulate an interacting particle system, this thesis focuses on modelling such dynamics using stochastic differential equations. LÄS MER

  4. 38. Probabilistic Reconciliation Analysis for Genes and Pseudogenes

    Författare :Owais Mahmudi; Jens Lagergren; Cedric Chauve; KTH; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Phylogenetics; Evolution; Reconciliation Analysis; Bayesian Inference; Datalogi; Computer Science;

    Sammanfattning : Phylogeneticists have studied the evolution of life from single celled organisms to the astonishing biodiversity around us for a long time now. The relationship between species is often expressed as a binary tree - the tree of life. LÄS MER

  5. 39. Probabilistic Modelling of Domain and Gene Evolution

    Författare :Sayyed Auwn Muhammad; Jens Lagergren; Bastien Boussau; KTH; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Phylogenetics; Phylogenomics; Evolution; Domain Evolution; Gene tree; Domain tree; Bayesian Inference; Markov Chain Monte Carlo; Homology Inference; Gene families; C2H2 Zinc-Finger; Reelin Protein; Computer Science; Datalogi;

    Sammanfattning : Phylogenetic inference relies heavily on statistical models that have been extended and refined over the past years into complex hierarchical models to capture the intricacies of evolutionary processes. The wealth of information in the form of fully sequenced genomes has led to the development of methods that are used to reconstruct the gene and species evolutionary histories in greater and more accurate detail. LÄS MER

  7. 40. Phylogeny and biogeography of the family Calceolariaceae

    Författare :Stephan Nylinder; Göteborgs universitet; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; Calceolariaceae; Calceolaria; Jovellana; biogeography; BEAST; chloroplast DNA; Bayesian inference; phylogeny; continuous and discrete models; phylgeography; Andes;

    Sammanfattning : .... LÄS MER