mirror of
https://github.com/Brandon-Rozek/website.git
synced 2024-11-09 18:50:34 -05:00
35 lines
893 B
Markdown
35 lines
893 B
Markdown
# 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
|