Biological & Genomic Data Analysis
A 12-module path through biological & genomic data analysis, in study order from foundations to the frontier.
Modules
- The Multiple-Testing Problem
- The Bonferroni Correction
- The False Discovery Rate
- Statistics of High-Dimensional Data
- Clustering and Heatmaps
- Principal Component Analysis: An Introduction
- Statistics of Sequence Alignment and BLAST Scores
- Genome-Wide Association Statistics
- Meta-Analysis in Biology
- Reproducibility and P-Hacking
- Bayesian Inference in Biology: An Introduction
- Simulation and Resampling Methods