11 citations
- Augusta UniversityUS2 papers
- Jilin UniversityCN2 papers
- Sichuan UniversityCN2 papers
- UF Health Cancer Center2 papers
- U-M Rogel Cancer CenterUS2 papers
- University of FloridaUS2 papers
- University of MichiganUS2 papers
- University of New MexicoUS2 papers
- Chengdu Medical CollegeCN1 paper
- Los Alamos National LaboratoryUS1 paper
- New Mexico Cancer CenterUS1 paper
3 papers
stat.AP2018★ 11 cited
Accurate and Efficient Estimation of Small P-values with the Cross-Entropy Method: Applications in Genomic Data Analysis
Yang Shi, Mengqiao Wang, Weiping Shi +3
Small -values are often required to be accurately estimated in large-scale genomic studies for the adjustment of multiple hypothesis tests and the ranking…
cs.LG2016
Nonnegative Matrix Factorization for identification of unknown number of sources emitting delayed signals
Filip L. Iliev, Valentin G. Stanev, Velimir V. Vesselinov +1
Factor analysis is broadly used as a powerful unsupervised machine learning tool for reconstruction of hidden features in recorded mixtures of signals. In the case of a linear appr…
stat.CO2016★ 5 cited
Efficiently estimating small p-values in permutation tests using importance sampling and cross-entropy method
Yang Shi, Huining Kang, Ji-Hyun Lee +1
Permutation tests are widely used for statistical hypothesis testing when the sampling distribution of the test statistic under the null hypothesis is analytically intractable or u…