Books
Own-words summaries of external statistical-genomics textbooks. Each note stands on its own and carries its source's license and attribution; none reproduce the original text.
harmon-pcm
- A Macroevolutionary Research Program
- Fitting Statistical Models to Data
- Introduction to Brownian Motion
- Fitting Brownian Motion
- Multivariate Brownian Motion
- Beyond Brownian Motion
- Models of discrete character evolution
- Fitting models of discrete character evolution
- Beyond the Mk model
- Introduction to birth-death models
- Fitting birth-death models
- Beyond birth-death models
- Characters and diversification rates
- Summary
msmb
- Generative Models for Discrete Data
- Statistical Modeling
- Data Visualization
- Mixture Models
- Clustering
- Testing
- Multivariate Analysis
- High-Throughput Count Data and Generalized Linear Models
- Multivariate Methods for Heterogeneous Data
- Networks and Trees
- Image Data
- Supervised Learning
- Design of High-Throughput Experiments and their Analyses