Sequential Experiments
12
Bandits
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
Project
References
Sequential Experiments
12
Bandits
12
Bandits
Lattimore and Szepesvári (
2020
)
Lattimore, Tor, and Csaba Szepesvári. 2020.
Bandit Algorithms
. Cambridge University Press.
https://tor-lattimore.com/downloads/book/book.pdf
.
11
Adaptive Design
Project