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
- Resampling
- MCMC
- Graph and Network
- Experimental Designs
