<div dir="ltr"><h3 class="gmail-pfblock-header" style="box-sizing:border-box;font-family:Raleway,sans-serif;line-height:1.2;margin:0px 0px 60px;font-size:13px;font-stretch:normal;text-transform:uppercase;letter-spacing:1px;text-align:center"><br class="gmail-Apple-interchange-newline">THE COMPUTATIONAL SOCIAL SCIENCE WORKSHOP (MACSS) AND THE WORKSHOP ON QUANTITATIVE RESEARCH METHODS IN EDUCATION, HEALTH, AND SOCIAL SCIENCES (QMEHSS) PRESENT</h3><h1 class="gmail-pfblock-header3" style="box-sizing:border-box;margin:0px 0px 10px;font-size:40px;font-family:Raleway,sans-serif;line-height:1.2;font-stretch:normal;text-transform:uppercase;letter-spacing:5px;padding:0em;text-align:center">AMOS GOLAN</h1><h3 class="gmail-pfblock-header3" style="box-sizing:border-box;font-family:Raleway,sans-serif;line-height:1.2;margin:0px 0px 10px;font-size:13px;font-stretch:normal;text-transform:uppercase;letter-spacing:1px;padding:0em;text-align:center">PROFESSOR OF ECONOMICS AND DIRECTOR OF INFO-METRICS INSTITUTE</h3><h3 class="gmail-pfblock-header3" style="box-sizing:border-box;font-family:Raleway,sans-serif;line-height:1.2;margin:0px 0px 10px;font-size:13px;font-stretch:normal;text-transform:uppercase;letter-spacing:1px;padding:0em;text-align:center">AMERICAN UNIVERSITY</h3><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><br style="box-sizing:border-box"><br style="box-sizing:border-box"></p><p class="gmail-pfblock-header3" style="box-sizing:border-box;margin:0px 0px 10px;padding:0em;text-align:center;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px">The<span class="gmail-Apple-converted-space"> </span><a href="https://macss.uchicago.edu/content/computation-workshop" style="box-sizing:border-box;background-color:transparent;color:rgb(66,139,202);text-decoration-line:none">Computational Social Science Workshop<span class="gmail-Apple-converted-space"> </span></a>at the University of Chicago cordially invites you to attend this week’s talk:</p><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><br style="box-sizing:border-box"></p><div class="gmail-pfblock-header3" style="box-sizing:border-box;padding:0em;text-align:center;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><h2 class="gmail-pfblock-header" style="box-sizing:border-box;line-height:1.2;color:rgb(34,34,34);margin:0px 0px 60px;font-size:30px;font-stretch:normal;text-transform:uppercase;letter-spacing:5px"><a href="https://github.com/uchicago-computation-workshop/amos_golan" style="box-sizing:border-box;background-color:transparent;color:rgb(66,139,202);text-decoration-line:none">INFORMATION, MODELING AND INFERENCE: THE INFO-METRICS FRAMEWORK<span class="gmail-Apple-converted-space"> </span></a></h2><p style="box-sizing:border-box;margin:0px 0px 10px"><br style="box-sizing:border-box"></p></div><p class="gmail-footertext2" style="box-sizing:border-box;margin:0px auto 10px;text-align:justify;font-size:14px;color:rgb(102,102,102);font-family:Raleway,sans-serif"></p><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><span style="box-sizing:border-box;font-weight:700">Summary:</span><span class="gmail-Apple-converted-space"> </span>Our classical statistical arsenal for extracting truth from data often fails to produce correct predictions. Uncertainty, blurry evidence and multiple possible solutions may trip up even the best interrogator. Info-metrics – the science of modeling, reasoning, and drawing inferences under conditions of noisy and insufficient information – provides a consistent and efficient framework for constructing models and theories with minimal assumptions. It reveals the simplest solution, model or story, that is hidden in the observed information. My talk will be based on my new book ‘Foundations of Info-Metrics: Modeling, Inference, and Imperfect Information,’<span class="gmail-Apple-converted-space"> </span><a href="http://info-metrics.org/" class="gmail-uri" style="box-sizing:border-box;background-color:transparent;color:rgb(66,139,202);text-decoration-line:none">http://info-metrics.org/</a><span class="gmail-Apple-converted-space"> </span>in which I develop and examine the theoretical underpinning of info-metrics and provide extensive interdisciplinary applications. In this talk I will discuss the basic ideas via a small number of graphical representations of the model and theory and will then present a number of interdisciplinary real-world examples of using that framework for modeling and inference.</p><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"></p><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><br style="box-sizing:border-box"></p><h4 class="gmail-pfblock-header3" style="box-sizing:border-box;font-family:Raleway,sans-serif;line-height:1.2;margin:0px 0px 10px;font-size:12px;font-stretch:normal;text-transform:uppercase;letter-spacing:1px;padding:0em;text-align:center">THURSDAY, 4/4/2019</h4><h4 class="gmail-pfblock-header3" style="box-sizing:border-box;font-family:Raleway,sans-serif;line-height:1.2;margin:0px 0px 10px;font-size:12px;font-stretch:normal;text-transform:uppercase;letter-spacing:1px;padding:0em;text-align:center">11:00AM-12:20PM</h4><h4 class="gmail-pfblock-header3" style="box-sizing:border-box;font-family:Raleway,sans-serif;line-height:1.2;margin:0px 0px 10px;font-size:12px;font-stretch:normal;text-transform:uppercase;letter-spacing:1px;padding:0em;text-align:center">KENT 120</h4><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><br style="box-sizing:border-box"></p><p class="gmail-pfblock-header3" style="box-sizing:border-box;margin:0px 0px 10px;padding:0em;text-align:center;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px">A light lunch will be provided by Cedar’s.</p><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><br style="box-sizing:border-box"><br style="box-sizing:border-box"></p><p class="gmail-footertext2" style="box-sizing:border-box;margin:0px auto 10px;text-align:justify;font-size:14px;color:rgb(102,102,102);font-family:Raleway,sans-serif"></p><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><span style="box-sizing:border-box;font-weight:700">Amos Golan</span><span class="gmail-Apple-converted-space"> </span>is a Professor in the Department of Economics and Director of the Info-Metrics Institute at American University. His main area of research is information, information processing and optimal decision rules based on efficient use of information (Info-Metrics). Golan is an External Professor at the Santa Fe Institute, as well as a Senior Associate at Pembroke College in Oxford.</p><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><br style="box-sizing:border-box"></p><p class="gmail-footertext2" style="box-sizing:border-box;margin:0px auto 10px;text-align:justify;font-size:14px;color:rgb(102,102,102);font-family:Raleway,sans-serif"></p><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><span style="box-sizing:border-box;font-weight:700">Suggested background:</span></p><ul style="box-sizing:border-box;margin-top:0px;margin-bottom:10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><li style="box-sizing:border-box"><a href="https://github.com/uchicago-computation-workshop/amos_golan/blob/master/Golan2018_Article_Info-MetricsForModelingAndInfe_Paper.pdf" style="box-sizing:border-box;background-color:transparent;color:rgb(66,139,202);text-decoration-line:none">Attached in Repository: Info‐Metrics for Modeling and Inference.</a></li><li style="box-sizing:border-box"><a href="https://github.com/uchicago-computation-workshop/amos_golan/blob/master/IntervalAmosAman_ER_2017_Golan_paper.pdf" style="box-sizing:border-box;background-color:transparent;color:rgb(66,139,202);text-decoration-line:none">Attached in Repository: Interval estimation: An information theoretic approach.</a></li></ul><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"></p><p style="box-sizing:border-box;margin:0px 0px 10px;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><br style="box-sizing:border-box"></p><div id="gmail-section" class="gmail-section gmail-level2" style="box-sizing:border-box;color:rgb(102,102,102);font-family:Raleway,sans-serif;font-size:14px"><h2 style="box-sizing:border-box;line-height:1.2;color:rgb(34,34,34);margin:0px;font-size:30px;font-stretch:normal;text-transform:uppercase;letter-spacing:5px"><br style="box-sizing:border-box"><br style="box-sizing:border-box"></h2><p class="gmail-footertext" style="box-sizing:border-box;margin:0px auto 10px;text-align:justify;font-size:10.8px">The 2018-2019<span class="gmail-Apple-converted-space"> </span><a href="https://macss.uchicago.edu/content/computation-workshop" style="box-sizing:border-box;background-color:transparent;color:rgb(66,139,202);text-decoration-line:none">Computational Social Science Workshop<span class="gmail-Apple-converted-space"> </span></a>meets Thursdays from 11 a.m. to 12:20 p.m. in Kent 120. All interested faculty and graduate students are welcome.</p><p class="gmail-footertext" style="box-sizing:border-box;margin:0px auto 10px;text-align:justify;font-size:10.8px">Students in the Masters of Computational Social Science program are expected to attend and join the discussion by posting a comment on the<span class="gmail-Apple-converted-space"> </span><a href="https://github.com/uchicago-computation-workshop/amos_golan/issues" style="box-sizing:border-box;background-color:transparent;color:rgb(66,139,202);text-decoration-line:none">issues page<span class="gmail-Apple-converted-space"> </span></a>of the<span class="gmail-Apple-converted-space"> </span><a href="https://github.com/uchicago-computation-workshop/amos_golan" style="box-sizing:border-box;background-color:transparent;color:rgb(66,139,202);text-decoration-line:none">workshop’s public repository on GitHub.</a><span class="gmail-Apple-converted-space"> </span>Further instructions are documented in the Computational Social Science Workshop’s<span class="gmail-Apple-converted-space"> </span><a href="https://github.com/uchicago-computation-workshop/README" style="box-sizing:border-box;background-color:transparent;color:rgb(66,139,202);text-decoration-line:none">README on Github.</a></p></div></div>