5
Experimental design
Advanced Statistics and Data Analysis
Introduction
1
Course Introduction
2
Data Wrangling and Visualization
3
Data Wrangling and Visualization (part 2)
4
Linear models
5
Experimental design
6
Generalized Linear Models
7
Generalized Linear Models (part 2)
8
Principal Component Analysis
9
Clustering
10
High-dimensional regression
11
Beyond classical statistics
Table of contents
5.1
Lecture Slides
5.2
Lab
5.3
Homework
5.4
Further reading
References
5
Experimental design
5.1
Lecture Slides
View slides in full screen
5.2
Lab
5.3
Homework
5.4
Further reading
S. Holmes and W. Huber. Modern Statistics for Modern Biology.
Chapter 13
.
Nature Methods
Points of Significance
.
References
4
Linear models
6
Generalized Linear Models