Optimal shrinkage estimation of variances with applications to microarray data analysis

Keyphrases

• Asymptotic Properties 25%
• Differentially Expressed Genes 25%
• Finite Sample Performance 25%
• Gene Expression 25%
• Gene number 25%
• Gene Testing 25%
• Gene-by-gene 25%
• Gene-specific 25%
• Loss Function 50%
• Low Power 25%
• Microarray Analysis 100%
• Microarray Experiment 25%
• Microarray Technology 25%
• Optimal Shrinkage 100%
• Replication number 50%
• Sample Variance 25%
• Shrinkage Estimator 100%
• Squared Loss 25%
• Stein's Loss 25%
• Traditional Statistical Methods 25%
• Variance Estimation 100%
• Variance Estimator 25%

Mathematics

• Asymptotic Property 33%
• Loss Function 66%
• Low Power 33%
• Shrinkage Estimator 66%
• Standard Sample Variance 33%
• Statistical Method 33%
• Variance 100%
• Variance Estimator 33%