7
Experimental design
Advanced Statistics and Data Analysis
Introduction
1
Course Introduction
2
Data Wrangling and Visualization
3
Data Wrangling and Visualization (part 2)
4
Tools for reproducible research
5
Linear models
6
Linear models (part 2)
7
Experimental design
8
Generalized Linear Models
9
High-dimensional regression
10
Nonparametric and Bayesian methods
Table of contents
7.1
Lecture Slides
7.2
Lab
7.3
Homework
7.4
Further reading
References
7
Experimental design
7.1
Lecture Slides
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7.2
Lab
7.3
Homework
7.4
Further reading
S. Holmes and W. Huber. Modern Statistics for Modern Biology.
Chapter 13
.
Nature Methods
Points of Significance
.
References
6
Linear models (part 2)
8
Generalized Linear Models