Simultaneous rank tests for detecting differentially expressed genes

DOI10.1080/00949655.2015.1046073OpenAlexW2232041549MaRDI QIDQ5222387

Hossein Mansouri, Bo Li

Publication date: 1 April 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2015.1046073

zbMATH Keywords

bootstraprobustness of validitymultiple testingmicroarraysimultaneous testsaligned rank transformation

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Nonparametric robustness (62G35) Linear inference, regression (62Jxx) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric statistical resampling methods (62G09)

Related Items (2)

Simultaneous confidence intervals of estimable functions based on quasi-likelihood in generalized linear models for over-dispersed data ⋮ On simultaneous confidence intervals based on rank-estimates with application to analysis of gene expression data

Uses Software

• bootstrap
• sma

Cites Work

• Aligned rank transform tests in linear models
• Multiple hypothesis testing in microarray experiments.
• Simultaneous confidence intervals for differential gene expressions
• On the Numerical Availability of Multiple Comparison Procedures
• The Efficiency of Simulation-Based Multiple Comparisons
• Simultaneous inference based on rank statistics in linear models
• Computational and Statistical Approaches to Genomics
• Experimental design for gene expression microarrays
• Exact simultaneous confidence intervals for multiple comparisons with the mean
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