SmartSVA

Fast and Robust Surrogate Variable Analysis

CRAN Package

Introduces a fast and efficient Surrogate Variable Analysis algorithm that captures variation of unknown sources (batch effects) for high-dimensional data sets. The algorithm is built on the 'irwsva.build' function of the 'sva' package and proposes a revision on it that achieves an order of magnitude faster running time while trading no accuracy loss in return.

  • Version0.1.3
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release05/28/2017

Team

Insights

Last 30 days

Last 365 days

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN

Binaries

Dependencies

  • Depends2 packages
  • Imports1 package
  • Linking To2 packages