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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