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<!DOCTYPE html>
<html lang="en">
<head>
<meta http-equiv="content-type" content="text/html; charset=UTF-8">
<meta charset="utf-8">
<title>SOCR: Statistics Online Computational Resource</title>
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="Statistics Online Computational Resource">
<meta name="author" content="Ivo Dinov - http://www.socr.umich.edu">
<meta name="keywords" content="Statistics Online Computational Resource">
<meta name="google-translate-customization" content="234bd10e86451464-6ab57950282faa06-ga85495cbe56600a4-e"></meta>
<!-- Le styles -->
<link href="css/bootstrap.css" rel="stylesheet">
<style type="text/css">
body {
top: 0px !important;
padding-top: 60px;
padding-bottom: 40px;
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<style type="text/css">iframe.goog-te-banner-frame{ display: none !important;}</style>
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<script src="js/html5.js"></script>
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<link rel="shortcut icon" href="img/SOCR_Web_Icon.ico">
<link rel="alternate" type="application/rss+xml" rel="tooltip" title="SOCR News"
href="html/feed.rss">
</head>
<body>
<div class="navbar navbar-inverse navbar-fixed-top">
<div class="navbar-inner">
<div class="container-fluid">
<a class="btn btn-navbar"
data-toggle="collapse" data-target=".nav-collapse"> <span
class="icon-bar"></span> <span class="icon-bar"></span> <span
class="icon-bar"></span>
</a>
<a class="brand" href="index.html" rel="tooltip" title="Statistics Online Computational Resource">SOCR</a>
<div class="nav-collapse collapse">
<p class="navbar-text pull-right">
<a href="html/feed.rss" class="btn icon rss" title="SOCR RSS News Feeds">
<i class="icon-bullhorn"></i>RSS</a>
</p>
<ul class="nav">
<!-- <li class="active"><a href="#">Home</a></li> -->
<li class="dropdown">
<a class="dropdown-toggle" id="drop5" role="button"
data-toggle="dropdown" href="html/SOCR_About.html" rel="tooltip"
title="Learn about the SOCR Resource">About<b class="caret"></b></a>
<ul id="menu3" class="dropdown-menu" role="menu" aria-labelledby="drop5">
<li><a tabindex="-1" href="html/SOCR_About.html">About SOCR</a></li>
<li><a tabindex="-1" href="http://wiki.socr.umich.edu/index.php/SOCR_News">News and Events</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/people">SOCR Team</a></li>
<li><a tabindex="-1" href="http://www.socr.umich.edu/html/SOCR_UserGoogleMap.html">Geo-Map</a></li>
<li><a tabindex="-1" href="http://www.socr.umich.edu/html/SOCR_Contact.html">Contact</a></li>
<li><a tabindex="-1" href="http://wiki.socr.umich.edu/index.php/SOCR_News">News/Events</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/SOCR_Publications.html">Publications</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/SOCR_Recognitions.html">Recognitions</a></li>
<li><a tabindex="-1" href="http://www.socr.umich.edu/docs/SOCR_Brochure_UMich.pdf">Brochure</a></li>
<li class="divider"></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/SOCR_Funding.html">Funding</a></li>
<li><a tabindex="-1" href="http://www.SOCR.umich.edu/html/SOCR_Support.html">Donations</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/SOCR_Acknowledgments.html">Acknowledgments</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/SOCR_CitingLicense.html">Citing/Licences</a></li>
<li class="divider"></li>
<li><a tabindex="-1" href="http://wiki.socr.umich.edu/">SOCR Wiki</a></li>
<li><a tabindex="-1" href="http://wiki.socr.umich.edu/index.php/SOCR_Servers">SOCR Servers</a></li>
<li><a tabindex="-1" href="http://www.socr.umich.edu/docs/SOCR_Documentation.html">Documentation</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/SOCR_Download.html">Download</a></li>
<li><a tabindex="-1" href="http://www.socr.umich.edu/html/SOCR_Languages.html">Language Translation</a></li>
<li class="divider"></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/Navigators.html" rel="tooltip" title="SOCR Resource Graphical Navigator">
SOCR Resource Navigator</a></li>
</ul>
</li>
<li><a href="html/SOCR_Contact.html" rel="tooltip" title="Contact the SOCR Resource">Contact</a></li>
<li class="dropdown">
<a class="dropdown-toggle" id="drop5" role="button"
data-toggle="dropdown" href="#" rel="tooltip"
title="Use these tools if your browser is Java/JVM 1.6+ enabled!">
Java Applets<b class="caret"></b></a>
<ul id="menu3" class="dropdown-menu" role="menu" aria-labelledby="drop5">
<li><a tabindex="-1" href="http://socr.umich.edu/html/dist/">Distributions</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/exp">Experiments</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/mod">Modeler</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/ana">Analyses</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/cha">Charts</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/html/gam">Games</a></li>
<li><a tabindex="-1" href="http://socr.ucla.edu/webstart/index.html">Web-Start</a></li>
<li class="divider"></li>
<li><a tabindex="-1" href="http://socr.ucla.edu/legacy/htmls/" rel="tooltip"
title="For older Java/JVM 1.5 enabled Browsers Use the links below!">Legacy Java 1.5 Applets</a></li>
</ul>
</li>
<li class="dropdown">
<a class="dropdown-toggle" id="drop5" role="button"
data-toggle="dropdown" href="#" rel="tooltip"
title="A collection of portable modern HTML5 Webapps">Webapps<b class="caret"></b></a>
<ul id="menu3" class="dropdown-menu" role="menu" aria-labelledby="drop5">
<li><a tabindex="-1" href="http://socr.umich.edu/HTML5/MotionChart/">Motion Charts</a></li> <li><a tabindex="-1" href="http://www.distributome.org/V3">Distributome Navigator</a></li>
<li><a tabindex="-1" href="http://www.distributome.org/tools.html">Distributome Webapps</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/HTML5/BivariateNormal/">Bivariate Normal Distribution Calculator</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/HTML5/charts/ViolinChart/">Violin Chart</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/HTML5/Resampling_Webapp/">Randomization and Resampling Webapp</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/Applets/index.html#Tables">Probability Tables</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/HTML5/">Other SOCR HTML5 Webapps</a></li>
</ul>
</li>
<li class="dropdown">
<a class="dropdown-toggle" id="drop5" role="button"
data-toggle="dropdown" href="#" rel="tooltip"
title="Additional SOCR Resources">More<b class="caret"></b></a>
<ul id="menu3" class="dropdown-menu" role="menu" aria-labelledby="drop5">
<li><a tabindex="-1" href="http://socr.umich.edu/Applets/index.html#High-Precision_Distribution_Calculators">High-Precision Calculators</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/Applets/index.html#Tables">Probability Tables</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/Applets/index.html#Function_and_Image-Processing_Tools">Function and Image-Processing Applets</a></li>
<li><a tabindex="-1" href="http://socr.umich.edu/Applets/index.html#Other_Interesting_Java_Applets">Other Java Applets</a></li>
</ul>
</li>
<li> <a href="http://nursing.umich.edu" rel="tooltip"
title="University of Michigan School of Nursing">UMSN</a>
</li>
<li><div id="google_translate_element"></div>
<script type="text/javascript">
function googleTranslateElementInit() {
new google.translate.TranslateElement({pageLanguage: 'en',
layout: google.translate.TranslateElement.InlineLayout.SIMPLE, autoDisplay: false,
gaTrack: true, gaId: 'UA-676559-1'}, 'google_translate_element');
}
</script>
<script type="text/javascript" src="//translate.google.com/translate_a/element.js?cb=googleTranslateElementInit">
</script>
</li>
</ul>
</div>
<!--/.nav-collapse -->
</div>
</div>
</div>
<div class="container-fluid">
<div class="row-fluid">
<div class="span3">
<div class="well sidebar-nav">
<ul class="nav nav-list">
<li class="nav-header">Get Started</li>
<!-- to make an item highlighted: <li class="active"> -->
<li><a href="http://wiki.socr.umich.edu/index.php/SOCR_Videos">Videos</a></li>
<li><a href="http://wiki.socr.umich.edu/index.php/SOCR_Help_Pages">Help Pages</a></li>
<li><a href="http://wiki.socr.umich.edu/index.php/SOCR_EduMaterials">Activities</a></li>
<li><a href="http://wiki.socr.umich.edu/index.php/SOCR_Courses">Courses</a></li>
<li class="nav-header">Webapps and Resources</li>
<li><a href="http://socr.umich.edu/Applets/index.html#Tables"
title="Probaiblity Distribution Tables">Tables</a></li>
<li><a href="http://socr.umich.edu/HTML5/"
title="Modern browser embedded web-applications">New Webapps</a></li>
<li><a href="http://socr.umich.edu/Applets/index.html#High-Precision_Distribution_Calculators"
title="High-Precision Distribution Calculators">Precision Calculators</a></li>
<li class="nav-header">Java Applets</li>
<li><a href="http://socr.umich.edu/html/dist/"
title="Probability Distribution Calculators">Distributions</a></li>
<li><a href="http://socr.umich.edu/html/exp"
title="Virtual Computer Experiments and Simulations">Experiments</a></li>
<li><a href="http://socr.umich.edu/html/ana/">Analyses</a></li>
<li><a href="http://socr.umich.edu/html/mod">Data Modeler</a></li>
<li><a href="http://socr.umich.edu/html/cha">Charts and Graphs</a></li>
<li><a href="http://socr.umich.edu/html/gam">Games</a></li>
<li class="nav-header">Learning Materials</li>
<li><a href="http://wiki.socr.umich.edu/index.php/SOCR_Books", title="SOCR Books and EBooks">EBooks</a></li>
<li><a href="http://wiki.socr.umich.edu/index.php/SOCR_Data">Datasets</a></li>
<li><a href="http://wiki.socr.umich.edu/index.php/SOCR_EduMaterials"
title="Learning Modules and Hands-on Activities">Activities</a></li>
<li class="nav-header">Contribute to SOCR</li>
<li><a href="http://www.SOCR.umich.edu/html/SOCR_Support.html"
title="Consider making donations of any size to support SOCR student stipends and instructors training">Donations</a></li>
<li><a href="http://wiki.socr.umich.edu/index.php/Available_SOCR_Development_Projects">
SOCR Projects</a></li>
<li><a href="http://wiki.socr.umich.edu/index.php/SOCR_News">Events</a></li>
<li><a href="http://forums.stat.ucla.edu/socr">Forum</a></li>
<li><a href="http://www.socr.umich.edu/html/SOCR_Feedback.html">Survey</a></li>
</ul>
</div>
<div class="span10">
<a href="http://www.nursing.umich.edu"><img alt="SOCR Logo"
title="SOCR UMichigan Logo: Go to UMSN page" src="img/SOCR_3D_Logo_UM.png"
style="width: 75%;" align="left" hspace="1" vspace="1"></a>
<a href="img/SOCR_QRcode.png"><img title="SOCR QR Code"
src="img/SOCR_QRcode.png" alt="SOCR QR Code"
style="width: 40%;" align="left" hspace="1" vspace="1"></a>
</div>
<!--/.well -->
</div>
<!--/span-->
<div class="span9">
<div class="hero-unit">
<p>The Statistics Online Computational Resource (SOCR) designs, validates and freely
disseminates knowledge. Specifically, SOCR provides portable online aids for
probability, statistics and health science education, promotes technology-enhanced
instruction, supports efficient statistical computing, and
advances predictive big data analytics. The SOCR platform
includes a repository of interactive applets, computational webapps, graphing
tools, instructional resources, learning materials, and curricular components.</p>
<table style="width: 100%; text-align: left;" border="0"
cellpadding="2" cellspacing="2">
<tbody>
<tr>
<td style="vertical-align: top;">
<a target="_blank" href="html/SOCR_About.html" class="btn btn-primary btn-large">
Learn more »</a>
</td>
<td style="vertical-align: top;">
<a target="_blank" href="https://leadersandbest.umich.edu/find/#/give/basket/fund/322547"
class="btn btn-primary btn-large" title="Give Online to Support SOCR">
Give Now »</a>
</td>
<td style="vertical-align: top; text-align: right;">
<i>It's online, therefore it exists!</i>
</td>
</tr>
</tbody>
</table>
</div>
<!--Carousel-->
<div id="myCarousel" class="carousel slide">
<div class="carousel-inner">
<div class="item active">
<img src="img/SOCR_SOCRAT_Carousel.png" alt="SOCR Analytical Toolbox">
<div class="carousel-caption">
<h4><a href="http://socr.umich.edu/HTML5/SOCRAT/">
SOCRAT: Statistics Online Computational Resource Analytical Toolbox</a></h4>
<p>Interactive Data Wrangling and Analytics.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_Dashboard_Carousel.png" alt="SOCR Data Dashboard">
<div class="carousel-caption">
<h4><a href="http://socr.umich.edu/HTML5/Dashboard/">
SOCR Data Dashboard</a></h4>
<p>Graphical Aggregation, Query and Visualizaiton of Complex Datasets.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_DataSifter_Carousel.png" alt="SOCR DataSifter">
<div class="carousel-caption">
<h4><a href="http://DataSifter.org">
SOCR Electronic Medical Record <i>DataSifter</i></a></h4>
<p>On-the-fly de-identification of sensitive Clinical/Epic/PHI data.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_DSPA_Carousel.png" alt="DSPA">
<div class="carousel-caption">
<h4><a href="http://dspa.predictive.space/">
Data Science and Predictive Analytics (DSPA)</a></h4>
<p>Advanced Data Science Methods and Biomedical Applications.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_CBDA_Carousel.png" alt="SOCR CBDA">
<div class="carousel-caption">
<h4><a href="http://socr.umich.edu/HTML5/CBDA/">
Compressive Big Data Analytics (CBDA)</a></h4>
<p>Mathematical framework for statistical inference of complex data.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_Analyses_Carousel.png" alt="SOCR Analyses">
<div class="carousel-caption">
<h4><a href="http://socr.umich.edu/html/ana">
SOCR Statistical Analyses</a></h4>
<p>Interactive web-based tools for Exploratory Data Analysis and data plotting.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_DataModeler_Carousel.png" alt="SOCR Data Modeler">
<div class="carousel-caption">
<h4><a href="http://socr.umich.edu/html/mod">
SOCR Data Modeler</a></h4>
<p>Interactive SOCR tools for parametric data modeling.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_EBook_Carousel.png" alt="SOCR EBook">
<div class="carousel-caption">
<h4><a href="http://wiki.socr.umich.edu/index.php/EBook">
SOCR Electronic Wiki Book (EBook)</a></h4>
<p>Internet-based, technology-enhanced probability and statistics EBook.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_Experiments_Carousel.png" alt="SOCR Experiments">
<div class="carousel-caption">
<h4><a href="http://socr.umich.edu/html/exp">
SOCR Virtual Experiments</a></h4>
<p>Interactive simulations of scientific concepts and natural phenomena.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_Activities_Carousel.png" alt="SOCR Learning Activities">
<div class="carousel-caption">
<h4><a href="hhttp://wiki.socr.umich.edu/index.php/SOCR_EduMaterials">
SOCR Learning Activities</a></h4>
<p>Hands-on learning modules, data and instructional resources.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_APStats_Carousel.png" alt="Advanced Placement Stats">
<div class="carousel-caption">
<h4><a href="http://socr.ucla.edu/APStats/">
SOCR Advanced Placement Resources</a></h4>
<p>AP Statistics materials.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_Charts_Carousel.png" alt="SOCR Charts">
<div class="carousel-caption">
<h4><a href="http://socr.umich.edu/html/cha">
SOCR Charts</a></h4>
<p>Tools for exploratory data analysis.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_Data_Carousel.png" alt="SOCR Data">
<div class="carousel-caption">
<h4><a href="http://wiki.socr.umich.edu/index.php/SOCR_Data">
SOCR Data</a></h4>
<p>A large collection of free and heterogeneous datasets.</p>
</div>
</div>
<div class="item">
<img src="img/SOCR_Distributions_Carousel.png" alt="SOCR Distributions">
<div class="carousel-caption">
<h4><a href="http://socr.umich.edu/html/dist">
SOCR Distributions</a></h4>
<p>Interactive probability distribution calculators.</p>
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SOCR Resource Graphical Navigator</a></h4>
<p>Interactive viewer for exploring the web of SOCR resources.</p>
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<h2>About SOCR</h2>
<p>Learn about SOCR, find details about the SOCR projects, team, publications,
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<h2>Java Applets</h2>
<p>A collection of Java applets demonstrating probability, statistics,
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statistics analysis tools, data modeling and visualization,
virtual games, simulations and experiments.</p>
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<p>SOCR Internet-based probability, statistics, applied methods, data analytic and health science books,
including the <i>Probability and Statistics EBook</i>, the <i>Scientific Methods
for Health Sciences (SMHS) EBook</i>, the <i>Data Science and Predictive Analytics (DSPA)</i> Book,
and other textbooks referencing SOCR resources.
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<p>SOCR news, events, and announcements. </p>
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<h2>Webapps</h2>
<p>A collection of portable modern Webapps. </p>
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