website/static/~brozek/index.html?research%2FClusterAnalysis%2Freadings.html

105 lines
3.3 KiB
HTML
Raw Normal View History

2020-01-15 23:07:02 -05:00
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
2022-02-15 01:14:58 -05:00
<meta name="author" content="Brandon Rozek">
2020-01-15 23:07:02 -05:00
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="robots" content="noindex" />
<title>Brandon Rozek</title>
<link rel="stylesheet" href="themes/bitsandpieces/styles/main.css" type="text/css" />
<link rel="stylesheet" href="themes/bitsandpieces/styles/highlightjs-github.css" type="text/css" />
</head>
<body>
<aside class="main-nav">
<nav>
<ul>
<li class="menuitem ">
<a href="index.html%3Findex.html" data-shortcut="">
Home
</a>
</li>
<li class="menuitem ">
<a href="index.html%3Fcourses.html" data-shortcut="">
Courses
</a>
</li>
<li class="menuitem ">
<a href="index.html%3Flabaide.html" data-shortcut="">
Lab Aide
</a>
</li>
<li class="menuitem ">
<a href="index.html%3Fpresentations.html" data-shortcut="">
Presentations
</a>
</li>
<li class="menuitem ">
<a href="index.html%3Fresearch.html" data-shortcut="">
Research
</a>
</li>
<li class="menuitem ">
<a href="index.html%3Ftranscript.html" data-shortcut="">
Transcript
</a>
</li>
</ul>
</nav>
</aside>
<main class="main-content">
<article class="article">
<h1>Readings for Lectures of Cluster Analysis</h1>
<h2>Lecture 1</h2>
<p>Garson Textbook Chapter 3</p>
<h2>Lecture 2</h2>
<p><a href="https://arxiv.org/pdf/1404.1100.pdf">A Tutorial on Principal Component Analysis</a></p>
<h2>Lecture 3</h2>
<p>No Readings</p>
<h2>Lecture 4</h2>
<p>An Introduction to Applied Multivariate Analysis with R by Brian Evveritt and Torsten Horthorn.</p>
<p>Sections 3.0-3.9 Everitt</p>
<h2>Lecture 5</h2>
<p>Section 4.1 Everitt</p>
<h2>Lecture 6</h2>
<p>Section 4.2 Everitt</p>
<p>Applied Multivariate Statistical Analysis Johnson Section 12.3</p>
<p><a href="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">Linkage Methods for Cluster Observations</a></p>
<h2>Lecture 7</h2>
<p>Section 4.3 Everitt</p>
<h2>Lecture 8</h2>
<p><a href="https://www.oreilly.com/learning/an-illustrated-introduction-to-the-t-sne-algorithm">Introduction to the TSNE Algorithm</a></p>
<h2>Lecture 9</h2>
<p>Section 9.5 Everitt</p>
</article>
</main>
<script src="themes/bitsandpieces/scripts/highlight.js"></script>
<script src="themes/bitsandpieces/scripts/mousetrap.min.js"></script>
<script type="text/x-mathjax-config">
MathJax.Hub.Config({
tex2jax: {
inlineMath: [ ['$','$'], ["\\(","\\)"] ],
processEscapes: true
}
});
</script>
<script type="text/javascript"
src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML">
</script>
<script>
hljs.initHighlightingOnLoad();
document.querySelectorAll('.menuitem a').forEach(function(el) {
if (el.getAttribute('data-shortcut').length > 0) {
Mousetrap.bind(el.getAttribute('data-shortcut'), function() {
location.assign(el.getAttribute('href'));
});
}
});
</script>
</body>
</html>