<div dir="ltr"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:collapse;color:rgb(0,0,0);font-family:&quot;Times New Roman&quot;;font-size:medium;background-color:rgb(250,250,250)"><tbody><tr><td align="center" valign="top" id="gmail-templatePreheader" style="background-image:none;background-position:50% 50%;background-size:cover;background-repeat:no-repeat;background-origin:initial;background-clip:initial;border-top:0px;border-bottom:0px;padding-top:9px;padding-bottom:9px"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-templateContainer" style="border-collapse:collapse;max-width:600px;width:600px"><tbody><tr><td valign="top" class="gmail-preheaderContainer" style="text-size-adjust: 100%;"><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnTextBlockOuter"><tr><td valign="top" class="gmail-mcnTextBlockInner" style="padding-top:9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextContentContainer" style="border-collapse:collapse;max-width:100%;min-width:100%"><tbody><tr><td valign="top" class="gmail-mcnTextContent" style="word-break:break-word;color:rgb(101,101,101);font-family:Helvetica;font-size:12px;line-height:18px;text-align:center;padding:0px 18px 9px"><a href="https://mailchi.mp/icpsr/learn-multilevel-modeling-with-2-week-workshop?e=[UNIQID]" target="_blank" style="color:rgb(101,101,101)">View this email in your browser</a></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td align="center" valign="top" id="gmail-templateHeader" style="background:none 50% 50%/cover no-repeat rgb(255,255,255);border-top:0px;border-bottom:0px;padding-top:9px;padding-bottom:0px"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-templateContainer" style="border-collapse:collapse;max-width:600px;width:600px"><tbody><tr><td valign="top" class="gmail-headerContainer" style="text-size-adjust: 100%;"><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnImageBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnImageBlockOuter"><tr><td valign="top" class="gmail-mcnImageBlockInner" style="padding:9px"><table align="left" width="100%" border="0" cellpadding="0" cellspacing="0" class="gmail-mcnImageContentContainer" style="border-collapse:collapse;min-width:100%"><tbody><tr><td class="gmail-mcnImageContent" valign="top" style="padding:0px 9px;text-align:center"><img align="center" alt="" src="https://gallery.mailchimp.com/4de0acf23f8cd9a943b256ebd/images/32e08222-2ba1-4bff-86bd-fb42c8fee3fe.jpg" width="564" class="gmail-mcnImage" style="border: 0px; height: auto; outline: none; vertical-align: bottom; max-width: 800px; padding-bottom: 0px; display: inline;"></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td align="center" valign="top" id="gmail-templateBody" style="background:none 50% 50%/cover no-repeat rgb(255,255,255);border-top:0px;border-bottom:0px;padding-top:9px;padding-bottom:9px"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-templateContainer" style="border-collapse:collapse;max-width:600px;width:600px"><tbody><tr><td valign="top" class="gmail-bodyContainer" style="text-size-adjust: 100%;"><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnTextBlockOuter"><tr><td valign="top" class="gmail-mcnTextBlockInner" style="padding-top:9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextContentContainer" style="border-collapse:collapse;max-width:100%;min-width:100%"><tbody><tr><td valign="top" class="gmail-mcnTextContent" style="word-break:break-word;color:rgb(32,32,32);font-family:Helvetica;font-size:16px;line-height:24px;padding:0px 18px 9px"><h1 style="margin:0px;padding:0px;font-size:26px;line-height:32.5px">Flexible models for measuring outcomes</h1></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnTextBlockOuter"><tr><td valign="top" class="gmail-mcnTextBlockInner" style="padding-top:9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextContentContainer" style="border-collapse:collapse;max-width:100%;min-width:100%"><tbody><tr><td valign="top" class="gmail-mcnTextContent" style="word-break:break-word;color:rgb(32,32,32);font-family:Helvetica;font-size:16px;line-height:24px;padding:0px 18px 9px">Registration for this workshop ends next week!</td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnTextBlockOuter"><tr><td valign="top" class="gmail-mcnTextBlockInner" style="padding-top:9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextContentContainer" style="border-collapse:collapse;max-width:100%;min-width:100%"><tbody><tr><td valign="top" class="gmail-mcnTextContent" style="word-break:break-word;color:rgb(32,32,32);font-family:Helvetica;font-size:16px;line-height:24px;padding:0px 18px 9px"><div><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px"><strong id="gmail-docs-internal-guid-7424d589-7fff-10df-3e1f-ea00d354f6bd">Multilevel Modeling in the Social Sciences</strong></p><strong>Dates:</strong> June 7-18, 2021<br><strong>Instructor: </strong>Michelle Dion, McMaster University<br><strong>Registration Deadline:</strong> June 3<p style="margin:10px 0px;padding:0px;line-height:24px">Across the social sciences, we encounter multilevel, hierarchical, or clustered data, such as students nested in classrooms or schools or voters nested in electoral districts or states. Often, we have theories about how characteristics at different levels of analysis are related to lower level outcomes. For instance, student characteristics help explain student learning outcomes, but so do the characteristics of their teachers and classroom peers. We may even hypothesize that students with certain characteristics will learn differently if they share certain characteristics with their teachers or peers. To incorporate characteristics from each level into our analysis, we use multilevel models, which are also known as hierarchical linear models or mixed models in some social science disciplines. If our outcomes of interest have non-normal distributions, we may use multilevel/hierarchical/mixed generalized linear models. Repeated observations over time, sometimes referred to as pooled time series, panel data, or time series cross-section data (TSCS), can also be analyzed as a case of multilevel modelling. These models have applications in education, psychology, political science, sociology, public policy, and public health.<br><br>In this workshop, we will examine and apply all these types of multilevel models in social science applications. The workshop will both present the statistical models and demonstrate how to apply the models using the R programming language in R Studio, which is free software that includes all the core functionalities of statistical software (e.g. command text editor, command console, results pane, and graphics viewer). Though the primary tool used for teaching and demonstrations during class will be R, comparable commands or syntax for STATA will be provided when available. Workshop participants will be provided sample datasets and command syntax and encouraged to follow along on their laptops or lab machines during workshop meetings. We will also set aside time to discuss how to apply these methods to workshop participants’ projects and to demonstrate how to visualize or graph model results.<br><br><strong>Bio: </strong>Michelle Dion is Professor of Political Science and the founding Academic Director of the Spark Centre for Innovation in Social Research at McMaster University (Hamilton, Ontario, Canada). She has extensive experience teaching introductory graduate-level quantitative research methods to students from a wide range of disciplinary backgrounds and levels of preparation. She has taught in the ICPSR Summer Program since 2015. At McMaster University, she teaches graduate quantitative methods for political and public policy analysis and has taught similar courses previously in Spanish at the Centro de Investigación y Docencia Económicas (CIDE, Mexico City, Mexico) and at Georgia Institute of Technology (Atlanta, GA). Professor Dion is also active in Visions in Methodology (VIM, <a href="http://visionsinmethology.org">visionsinmethology.org</a>), an organization that seeks to support women engaged in the quantitative study of politics.<br><br>Visit our <a href="https://web.cvent.com/event/2d61258f-6210-4abe-b8f9-8b44b3b1c1ed/websitePage:645d57e4-75eb-4769-b2c0-f201a0bfc6ce" target="_blank" style="color:rgb(0,124,137)">Short Workshop Portal</a> for more information about this and all of our other short workshops!</p></div></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnButtonBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnButtonBlockOuter"><tr><td valign="top" align="center" class="gmail-mcnButtonBlockInner" style="padding:0px 18px 18px"><table border="0" cellpadding="0" cellspacing="0" class="gmail-mcnButtonContentContainer" style="border-radius:4px;background-color:rgb(0,116,186)"><tbody><tr><td align="center" valign="middle" class="gmail-mcnButtonContent" style="font-family:A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r"><div dir="ltr"><div dir="ltr"><div dir="ltr"><font color="#0b5394" face="georgia, serif" size="2">------------------ </font></div><div dir="ltr"><font face="georgia, serif" style="background-color:rgb(255,255,255)" color="#0b5394" size="2">Scott Campbell</font><div><div><font face="georgia, serif" style="background-color:rgb(255,255,255)" color="#0b5394">ICPSR Summer Program Communications &amp; Video Services Coordinator</font></div><div><font color="#0b5394" face="georgia, serif">Follow the Summer Program on social media!</font></div><div><a href="https://www.facebook.com/ICPSRSummerProgram/" target="_blank"><img title="Facebook icon" src="https://lh4.googleusercontent.com/VwtujaSLQlxWifQr932_KKhjw3Wlaa8rtd08RbkdsP0RodBINBeM6f7m_xChKbYuRv026tIlgAwmVOf1yRQzVwlSKHy8K8T_q4SUe6HlofF3DO3tQiB_EljekKg6UsWs3bDgigGN" width="24" height="25" style="background-color:transparent;color:rgb(0,0,0);font-family:Arial;font-size:11pt;white-space:pre-wrap;margin-left:0px;margin-top:0px"></a><font color="#0b5394" face="georgia, serif">   </font><span><span style="font-size:11pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;vertical-align:baseline;white-space:pre-wrap"><span style="border:none;display:inline-block;overflow:hidden;width:24px;height:25px"><a href="https://twitter.com/ICPSRSummer" target="_blank"><img title="Twitter icon" src="https://lh3.googleusercontent.com/b4weTsbUwa0PMWG_E6yrqWSKjh5cPWXJ6UMIgqbCzUyc00iaouGBxRhJH_mbMJn8ZXtRsFZdlzdYizFWnIKXpFUCG8ef-VnuHuEe81Untw_lEhB7IX-bPQBHDYRylPA9hc1L0K8w" width="24" height="25" style="margin-left:0px;margin-top:0px"></a></span></span></span><font color="#0b5394" face="georgia, serif">   </font><span><span style="font-size:11pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;vertical-align:baseline;white-space:pre-wrap"><span style="border:none;display:inline-block;overflow:hidden;width:24px;height:25px"><a href="https://www.instagram.com/icpsrsummer/" target="_blank"><img title="Instagram icon" src="https://lh5.googleusercontent.com/S0cku5Tp0Q5H4s3X2D9XyFLUdLmyQDkgIrECoUOeOvfzivP7sDVA_1KEhH60zByegXqmzTeBib7rbIiHMOvx2AgMAmwaKm5mqo3n-F8i_VKDHuFrqQeUW261xNwbOqK5RbFkQ7A3" width="24" height="25" style="margin-left:0px;margin-top:0px"></a></span></span></span><font color="#0b5394" face="georgia, serif">   </font><a href="https://www.youtube.com/channel/UCgQWgr9Np3SKx54T_0hbo-Q" target="_blank"><img title="YouTube icon" src="https://lh6.googleusercontent.com/9SsNCVWIvvXva8tx7xu4_3ZE_07l9FSzVj31V2X1i-sgoDxcvE2Y68tKHya3piJK61dmMbKxARRaptE91zfGkN4ny4eh8DP7AysGkv799HANw8TZSG0exyxUsbGjH5PnF9JjcY9V" width="24" height="25" style="background-color:transparent;color:rgb(0,0,0);font-family:Arial;font-size:11pt;white-space:pre-wrap;margin-left:0px;margin-top:0px"></a></div><div><font face="georgia, serif"><a href="https://www.icpsr.umich.edu/icpsrweb/sumprog/" target="_blank">https://www.icpsr.umich.edu/icpsrweb/sumprog/</a></font></div></div><div><span style="color:rgb(11,83,148);font-family:georgia,serif">he/him<br></span><br></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div>