Feature selection for neuroimaging data


  • Scalar-on-Image Regression

  • Meta-analysis of funcctional neuroimaging


  • Bayesian meta-analysis of functional neuroimaging data (C++ Code )
  • A Bayesian spatial point pattern classifier (C++ Code)
  • Poisson Graphical Model

  • Feature selection with application to Gemonics


  • Gene sub-network analysis via Bayesian nonparametric methods ( C/R Code )
  • Bayesian network marker selection via the thresholded graph Laplacian Gaussian prior
  • SurvBoost : An R Package for High-Dimensional Variable Selection in the Stratified Proportional Hazards Model via Gradient Boosting

  • Spatial epidermiology analysis


  • GeoCopula 
  • Bayesian Nonparametric Model For Spatially Distributed Multivariate Binary Data