Sharp Simultaneous Confidence Intervals for the Means of Selected Populations with Application to Microarray Data Analysis

DOI10.1111/j.1541-0420.2007.00770.xzbMath1146.62304OpenAlexW2028872086WikidataQ31107889 ScholiaQ31107889MaRDI QIDQ5434904

J. T. Gene Hwang, Jing Qiu

Publication date: 14 January 2008

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1541-0420.2007.00770.x

zbMATH Keywords

differential expressionrandom effects modelsempirical Bayes approachinference after selectionBonferroni simultaneous confidence intervals

Mathematics Subject Classification ID

Parametric tolerance and confidence regions (62F25) Applications of statistics to biology and medical sciences; meta analysis (62P10) Empirical decision procedures; empirical Bayes procedures (62C12)

Related Items (6)

On risk unbiased estimation after selection ⋮ Shrinkage confidence procedures ⋮ Empirical Bayes Confidence Intervals for Selected Parameters in High-Dimensional Data ⋮ Confidence intervals for the means of the selected populations ⋮ Adjusting for selection bias in assessing treatment effect estimates from multiple subgroups ⋮ Empirical Bayes Confidence Intervals Shrinking Both Means and Variances

Cites Work

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• Simultaneous confidence intervals for differential gene expressions
• Estimation of the mean of the population selected fromKpopulations
• Empirical Bayes Confidence Sets for the Mean of a Multivariate Normal Distribution
• Empirical Bayes Confidence Intervals Based on Bootstrap Samples
• Parametric Empirical Bayes Inference: Theory and Applications
• Improved statistical tests for differential gene expression by shrinking variance components estimates

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