Wenge Guo

Summary

Publications

  1. pmc Analysis of high dimensional data using pre-defined set and subset information, with applications to genomic data
    Wenge Guo
    Department of Mathematical Sciences, New Jersey Institute of Technology, Newark, NJ 07102, USA
    BMC Bioinformatics 13:177. 2012
  2. pmc Adaptive choice of the number of bootstrap samples in large scale multiple testing
    Wenge Guo
    National Institute of Environmental Health Science
    Stat Appl Genet Mol Biol 7:Article13. 2008
  3. pmc Controlling false discoveries in multidimensional directional decisions, with applications to gene expression data on ordered categories
    Wenge Guo
    Biostatistics Branch, National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina 27709, USA
    Biometrics 66:485-92. 2010
  4. ncbi request reprint A generalized Sidak-Holm procedure and control of generalized error rates under independence
    Wenge Guo
    University of Cincinnati, USA
    Stat Appl Genet Mol Biol 6:Article3. 2007

Detail Information

Publications4

  1. pmc Analysis of high dimensional data using pre-defined set and subset information, with applications to genomic data
    Wenge Guo
    Department of Mathematical Sciences, New Jersey Institute of Technology, Newark, NJ 07102, USA
    BMC Bioinformatics 13:177. 2012
    ..Secondly, variables (e.g. genes) belonging to a set or a subset are potentially correlated, yet such information is often ignored and univariate methods are used. This may result in loss of power and/or inflated false positive rate...
  2. pmc Adaptive choice of the number of bootstrap samples in large scale multiple testing
    Wenge Guo
    National Institute of Environmental Health Science
    Stat Appl Genet Mol Biol 7:Article13. 2008
    ..This methodology has been implemented for time-course/dose-response data in our software, ORIOGEN, which is available from the authors upon request...
  3. pmc Controlling false discoveries in multidimensional directional decisions, with applications to gene expression data on ordered categories
    Wenge Guo
    Biostatistics Branch, National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina 27709, USA
    Biometrics 66:485-92. 2010
    ..2002) and Peddada et al. (2003, Bioinformatics 19, 834-841). Although some of our findings overlap with previous findings, we identify several other genes that complement the results of Lobenhofer et al. (2002)...
  4. ncbi request reprint A generalized Sidak-Holm procedure and control of generalized error rates under independence
    Wenge Guo
    University of Cincinnati, USA
    Stat Appl Genet Mol Biol 6:Article3. 2007
    ..We then develop a stepdown method that controls the false discovery proportion. Except for the case of k-FWER control with k=1, the gains are surprisingly dramatic, and theoretical and numerical evidence is given...