Observational Experiments
Modern Experimental Design
Preface
Syllabus
1
Introduction
Preliminaries
2
Causality
3
Experimental Setup
4
Simple Randomized Experiments
5
Reducing Variance
Classic Designs
6
Linear Models for Experiments
7
Multi-Factor Experiments
8
Power
9
Response Surfaces
Sequential Experiments
10
Early Stopping
11
Adaptive Design
12
Bandits
Observational Experiments
13
Observational Design
Project
References
Observational Experiments
12
Bandits
13
Observational Design