Statistics in the Wild
Statistical Intuition for Modern Biologists
Preface
Necessary Introduction
1
Introduction to RNA-seq
2
Introduction to R
3
Introduction to Probability
4
Introduction to Statistical Modeling
Popular Methods
5
Hypothesis Testing
6
Linear Modeling
7
Dimensionality Reduction
8
Clustering and Mixture Modeling
Statistics in the Wild
9
Practical Bioinformatics
10
Analysis of an RNA-seq dataset
References
Statistics in the Wild
8
Clustering and Mixture Modeling
9
Practical Bioinformatics