Readings for Lectures of Cluster Analysis

Lecture 1

Garson Textbook Chapter 3

Lecture 2

A Tutorial on Principal Component Analysis

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

Lecture 7

Section 4.3 Everitt

Lecture 8

Introduction to the TSNE Algorithm

Lecture 9

Section 9.5 Everitt