ぱらぱらめくる『Large-Scale Simultaneous Inference (講義＠Stanford)』

• 資料(Stats 329)
• 目次
  • Chapter 1 Empirical Bayes and the James-Stein Estimator
  • Chapter 2 Large-Scale Hypothesis Testing
  • Chapter 3 Significance Testing Algorithms
  • Chapter 4 False Discovery Rate Control
  • Chapter 5 Local False Discovery Rates
  • Chapter 6 Theoretical, Permutation and Empirical Null Distributions
  • Chapter 7 Estimation Accuracy
  • Chapter 8 Correlation Questions
  • Chapter 9 Sets of Cases (Enrichment)
  • Chapter 10 Combination, Relevance, and Comparability
  • Chapter 11 Prediction and Effect Size Estimation
  • Appendix A Exponential Families
  • Appendix B Data Sets and Programs