Extremely small Pvalue Evaluation for Resampling-based Test

This is a R package for rapid evaluation of extremely small p-value for resampling-based test (EXPERT). The stochastic approximation Markov chain Monte Carlo algorithm is adopted. The new procedure can be used easily for estimating the p-value for any resampling-based test. Numerical simulations demonstrate that the proposed procedure can be 100 to 500,000 times as efficient (in term of computing time) as the standard resampling-based procedure when evaluating a test statistic with a small p-value (e.g., less than 1e-6 ).

• Readme
• License Agreement

Download Software:

Save this file in an appropriate folder on your disk.

• Windows O/S 7 - EXPERT_0.0.8.zip
• Unix O/S - EXPERT_0.0.7.tar.gz

Reference:

Yu K, Liang F, Ciampa J, Chatterjee N. Efficient p-value evaluation for resampling-based tests.  Biostatistics 2011 Jul; Epub Jan 5.

Support:

Questions? Contact: Dr. Kai Yu