SDMinP: a program to control the family wise error rate using step-down minP adjusted P-values

Bioinformatics. 2005 Jul 15;21(14):3183-4. doi: 10.1093/bioinformatics/bti480. Epub 2005 May 6.

Abstract

SDMinP is an easy-to-use program for fast calculation of empirical and adjusted P-values for correlated and uncorrelated hypotheses in multiple testing experiments. It is based on the Free Step-Down Resampling Method for controlling the family wise error rate, and implements a variation of an efficient algorithm, which reduces the originally required re-sampling effort considerably and makes the method computationally feasible. The program is independent of the underlying test statistic and works with provided observed and permutation test statistics.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms*
  • Computer Simulation
  • Data Interpretation, Statistical*
  • Models, Biological*
  • Sample Size
  • Software*