David Russell Hunter

    • 4330 Citations
    • 24 h-Index
    20002020
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    • 4 Similar Profiles
    Exponential Family Mathematics
    Graph Model Mathematics
    Random Graphs Mathematics
    Finite Mixture Models Mathematics
    Social Networks Mathematics
    EM Algorithm Mathematics
    Network Model Mathematics
    Mixture Model Mathematics

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    Projects 2007 2013

    Pathogens
    Viruses
    Statistical methods
    Electric power transmission networks
    Public health

    Research Output 2000 2020

    Model-based Clustering
    Exponential Family
    Graph Model
    Random Graphs
    International trade

    Clustering via finite nonparametric ICA mixture models

    Zhu, X. & Hunter, D. R., Mar 8 2019, In : Advances in Data Analysis and Classification. 13, 1, p. 65-87 23 p.

    Research output: Contribution to journalArticle

    Independent component analysis
    Independent Component Analysis
    Mixture Model
    Clustering
    Conditional Independence
    1 Citation (Scopus)

    Assignment of endogenous retrovirus integration sites using a mixture model

    Hunter, D. R., Bao, L. & Poss, M., Jun 1 2017, In : Annals of Applied Statistics. 11, 2, p. 751-770 20 p.

    Research output: Contribution to journalArticle

    Mixture Model
    Count
    Genome
    Assignment
    Genes

    A pipeline for identifying integration sites of mobile elements in the genome using next-generation sequencing

    Malhotra, R., Elleder, D., Bao, L., Hunter, D. R., Poss, M. & Acharya, R., Jan 1 2016, Proceedings of the 8th International Conference on Bioinformatics and Computational Biology, BICOB 2016. Haspel, N. & Ioerger, T. (eds.). The International Society for Computers and Their Applications (ISCA), p. 63-68 6 p. (Proceedings of the 8th International Conference on Bioinformatics and Computational Biology, BICOB 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Cluster Analysis
    Pipelines
    Genes
    Genome
    Human Genome
    1 Citation (Scopus)

    Theoretical grounding for estimation in conditional independence multivariate finite mixture models

    Zhu, X. & Hunter, D. R., Oct 1 2016, In : Journal of Nonparametric Statistics. 28, 4, p. 683-701 19 p.

    Research output: Contribution to journalArticle

    Finite Mixture Models
    Conditional Independence
    Multiplication Operator
    Projection Operator
    Nonparametric Estimation