website/content/research/clusteranalysis/readings.md

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2020-01-15 21:51:49 -05:00
# Readings for Lectures of Cluster Analysis
## Lecture 1
Garson Textbook Chapter 3
## Lecture 2
[A Tutorial on Principal Component Analysis](https://arxiv.org/pdf/1404.1100.pdf)
## Lecture 3
No Readings
## Lecture 4
An Introduction to Applied Multivariate Analysis with R by Brian Evveritt and Torsten Horthorn.
Sections 3.0-3.9 Everitt
## Lecture 5
Section 4.1 Everitt
## Lecture 6
Section 4.2 Everitt
Applied Multivariate Statistical Analysis Johnson Section 12.3
[Linkage Methods for Cluster Observations](https://support.minitab.com/en-us/minitab/18/help-and-how-to/modeling-statistics/multivariate/how-to/cluster-observations/methods-and-formulas/linkage-methods/#mcquitty)
## Lecture 7
Section 4.3 Everitt
## Lecture 8
[Introduction to the TSNE Algorithm](https://www.oreilly.com/learning/an-illustrated-introduction-to-the-t-sne-algorithm)
## Lecture 9
Section 9.5 Everitt