SuperPC 1.05 – Survival and Regression Analysis for Microarrays

SuperPC 1.05

:: DESCRIPTION

SuperPC, written in the R language, does prediction for a censored survival outcome, or a regression outcome, using the “supervised principal component” approach. It is especially useful when the number of features p is >> n, the number of samples, for example in microarray studies.

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::DEVELOPER

Rob Tibshirani

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Windows/Linux/MacOsX
  • R package

:: DOWNLOAD

  SuperPC

:: MORE INFORMATION

Citation

PLoS Biol. 2004 Apr;2(4):E108. Epub 2004 Apr 13.
Semi-supervised methods to predict patient survival from gene expression data.
Bair E, Tibshirani R.