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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html>
<head>
<META http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
<meta name=viewport content="width=device-width, initial-scale=1">
<title>Slavov Lab | Statistics for Proteomics</title>
<meta name="description" content="Statistics for Mass-spectrometry Proteomics" />
<link rel="stylesheet" type="text/css" href="https://slavovlab.net/bin/nslavov_index.css">
<link rel="stylesheet" type="text/css" href="https://slavovlab.net/bin/nslavov_tr_table.css" >
<link rel="shortcut icon" href="https://slavovlab.net/index_files/icons/Slavov-Laboratory.ico">
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-4005755-5"></script>
<script language="javascript" type="text/javascript" SRC="google_track.js"></script>
</head>
<body>
<!-- ============ Logo ============== class="Header_Text" -->
<table class="Global" cellpadding="0" cellspacing="0" border="0">
<tr><td height="15" ></td></tr>
<tr>
<td align="center" height="140" style="width: 140px" >
<a href="https://web.northeastern.edu/slavovlab/" title="Slavov lab | Quantitative Systems Biology" rel="home" target="_blank" >
<img src="../index_files/fractals/principles_in_complex_systems.JPG" alt="Slavov lab | Quantitative Biology" height="120" border=0>
</a>
</td>
<td height="140" >
<div class="header_title" "><!-- style="font-family: 'Josefin Slab', serif; letter-spacing: 0.7px; line-height:35px; font-size:30px; -->
<a href="http://alum.mit.edu/www/nslavov/" title="Slavov Lab | Quantitative Systems Biology" rel="home">Slavov Laboratory | Quantitative Biology</a>
</div>
<div class="header_subtitle1" style="font-size:18px; line-height:30px; ">
Introduction to
</div>
<div class="header_subtitle2" style="font-size:19px; letter-spacing: 2.2px; font-weight: bold;" >
<strong>Statistics for Proteomics</strong>
</div>
</td>
</tr>
<tr><td height="10" colspan="2" align="center">
<div class="ssmed_tablestyle_rb"> <div class="ssmed_tablestyle_lb"> <div class="ssmed_tablestyle_rt"> <div class="ssmed_tablestyle_lt"> <div class="area_table">
<!-- <div style="font-size:25px; line-height:65px;" >Publications</div> -->
<div Class="TopLinks" >
<a href="../index.html" >Home</a> |
<a href="../publications.htm">Publications</a> |
<a href="../research.htm">Research</a> |
<a href="../people.htm" >People</a> |
<a href="../data_webs.htm">Data</a> |
<a href="../Talks.htm">Talks</a> |
<a href="teaching/index.html" target="_blank">Teaching</a>
</div>
</div> </div> </div> </div> </div>
</td>
<tr><td height="25" colspan="2" ></td></tr>
<tr>
<!-- ============ Content Column ============== -->
<td colspan="2" ><div class="Content2" >
<!-- ============ Page Heading ============== -->
<h1 class="HeadingStyle">Course structure and aims</h1>
Each lecture will introduce one topic in 5 - 10 min.
The lectures will focus on the big picture and will <i>conceptually</i> outline the major ideas and approaches
while also providing references to resources offering more comprehensive discussion.<br>
<strong>List of topics is avilable at:</strong> <a href="https://slavovlab.net/teaching/Statistics_for_Proteomics.html">Statistics for Proteomics</a><br>
<strong>YouTube playlist:</strong> <a href="http://stats.slavovlab.net">stats.slavovlab.net</a>
<br> <br>
<h1 class="HeadingStyle" id="Topics">Topics</h1>
<ul type="circle">
<li> <a href="https://slavovlab.net/stats.html#Missing-data" >Missing data</a>
<li> <a href="https://slavovlab.net/stats.html#Estimating-significance" >Estimating statistical significance</a>
<li> <a href="https://slavovlab.net/stats.html#Dimensionality-Reduction" >Dimensionality Reduction</a>
<li> <a href="https://slavovlab.net/stats.html#Classification" >Classification</a>
<li> <a href="#Handling-errors" >Handling errors</a>
</ul>
<br> <br>
<br> <br>
<h1 class="HeadingStyle" id="Missing-data">Missing data</h1>
<iframe width="560" height="315" src="https://www.youtube.com/embed/KwprNYv5Pp0"
frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<br> <br>
<iframe width="560" height="315" src="https://www.youtube.com/embed/9gLl63CfnH4" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<br><br>
<a href="#Topics" >Back to topics</a>
<br> <br>
<br> <br>
<br><br>
<br><br>
<h1 class="HeadingStyle" id="Estimating-significance">Estimating statistical significance</h1>
<iframe width="560" height="315" src="https://www.youtube.com/embed/teG856EiZAg" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<br> <br>
<iframe width="560" height="315" src="https://www.youtube.com/embed/H9PZ3OirK6Q" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<br> <br>
<iframe width="560" height="315" src="https://www.youtube.com/embed/0R9mbFAC3Xk" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<br><br>
<a href="#Topics" >Back to topics</a>
<br> <br>
<br> <br>
<br><br>
<br> <br>
<h1 class="HeadingStyle" id="Classification">Classification</h1>
<iframe width="560" height="315" src="https://www.youtube.com/embed/up7Bl0eeedk" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<br><br>
<a href="#Topics" >Back to topics</a>
<br> <br>
<br> <br>
<br><br>
<br> <br>
<h1 class="HeadingStyle" id="Dimensionality-Reduction" >Dimensionality Reduction</h1>
<iframe width="560" height="315" src="https://www.youtube.com/embed/nIB-WjWzDSc" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<br><br>
<a href="#Topics" >Back to topics</a>
<br> <br>
<br> <br>
<br><br>
<br> <br>
<h1 class="HeadingStyle" id="Handling-errors" >Handling errors</h1>
<iframe width="560" height="315" src="https://www.youtube.com/embed/CsVEqhHTVJg" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<br><br>
<a href="#Topics" >Back to topics</a>
<!--
-->
<!-- ============ End Content ============== -->
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</td>
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<!-- ============ Footer ============== -->
<tr><td colspan="2" class="Footer">
<div class="FooterWrap">
<div class="Copyright">Copyright © <a href="https://coe.northeastern.edu/people/slavov-nikolai/" target="_blank">Nikolai Slavov</a></div>
</div>
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</body>
</html>