TEAM

Multiple Hypothesis Testing on an Aggregation Tree Method

CRAN Package

An implementation of the TEAM algorithm to identify local differences between two (e.g. case and control) independent, univariate distributions, as described in J Pura, C Chan, and J Xie (2019) . The algorithm is based on embedding a multiple-testing procedure on a hierarchical structure to identify high-resolution differences between two distributions. The hierarchical structure is designed to identify strong, short-range differences at lower layers and weaker, but long-range differences at increasing layers. TEAM yields consistent layer-specific and overall false discovery rate control.

  • Version0.1.0
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release09/13/2019

Team


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  • Imports3 packages