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Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction (Institute of Mathematical Statistics Monographs)

Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction (Institute of Mathematical Statistics Monographs)

  • 目次
    • Foreword and Acknowledgements
    • 1 Empirical Bayes and the James-Stein Estimator
    • 2 Large-Scale Hypothesis Testing
    • 3 Significance Testing Algorithms
    • 4 False Discovery Rate Control
    • 5 Local False Discovery Rates
    • 6 Theoretical Permutation and Empirical Null DIstribution
    • 7 Estimation Accuracy
    • 8 Correlation Questions
    • 9 Sets of Cases (Enrichment)
    • 10 Combination, Relevance, and Comparability
    • 11 Prediction and Effect Size Estimation