Now showing items 1-2 of 2

    • Graphical Models via Univariate Exponential Family Distributions 

      Yang, Eunho; Ravikumar, Pradeep; Allen, Genevera I.; Liu, Zhandong (2015)
      Undirected graphical models, or Markov networks, are a popular class of statistical models, used in a wide variety of applications. Popular instances of this class include Gaussian graphical models and Ising models. In ...
    • XMRF: an R package to fit Markov Networks to high-throughput genetics data 

      Wan, Ying-Wooi; Allen, Genevera I; Baker, Yulia; Yang, Eunho; Ravikumar, Pradeep; Anderson, Matthew; Liu, Zhandong (2016)
      Abstract Background Technological advances in medicine have led to a rapid proliferation of high-throughput “omics” data. Tools to mine this data and discover disrupted ...