手法・目的の分類オーバービュー〜90分で学ぶ医学・ライフサイエンスの統計学手法のいまどき

  • Statistical Bioinformatics: For Biomedical and Life Science Researchers(の目次)
  • Quality Control of High-Throughput Data
  • Statistical Tests, Statistical Significance, Error Controlling
  • Classification/Clustering
    • Unsupervised Learning
    • Supervised Learning
  • Multidimensional/Highdimensional Data and Data visualization
  • Statistical Models and Inference
  • Random value-based approaches
  • Graph and Network
  • Experimental Designs