{"id":232,"date":"2024-11-27T07:05:56","date_gmt":"2024-11-27T07:05:56","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2024\/11\/27\/167-visualization-and-statistics-with-andrew-gelman-and-jessica-hullman\/"},"modified":"2024-11-27T07:05:56","modified_gmt":"2024-11-27T07:05:56","slug":"167-visualization-and-statistics-with-andrew-gelman-and-jessica-hullman","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2024\/11\/27\/167-visualization-and-statistics-with-andrew-gelman-and-jessica-hullman\/","title":{"rendered":"167\u00a0\u00a0|\u00a0\u00a0Visualization and Statistics with Andrew Gelman and Jessica Hullman"},"content":{"rendered":"<p>    167\u00a0\u00a0|\u00a0\u00a0Visualization and Statistics with Andrew Gelman and Jessica Hullman<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-4760\" src=\"https:\/\/i0.wp.com\/datastori.es\/wp-content\/uploads\/2022\/09\/andrew-bw-150x150.jpg?resize=150%2C150&#038;ssl=1\" alt=\"\" width=\"150\" height=\"150\" srcset=\"https:\/\/datastori.es\/wp-content\/uploads\/2022\/09\/andrew-bw-150x150.jpg 150w, https:\/\/datastori.es\/wp-content\/uploads\/2022\/09\/andrew-bw-300x300.jpg 300w, https:\/\/datastori.es\/wp-content\/uploads\/2022\/09\/andrew-bw-1024x1024.jpg 1024w, https:\/\/datastori.es\/wp-content\/uploads\/2022\/09\/andrew-bw-768x768.jpg 768w, https:\/\/datastori.es\/wp-content\/uploads\/2022\/09\/andrew-bw.jpg 1080w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-4761\" src=\"https:\/\/i0.wp.com\/datastori.es\/wp-content\/uploads\/2022\/09\/jessica-150x150.jpg?resize=150%2C150&#038;ssl=1\" alt=\"\" width=\"150\" height=\"150\" srcset=\"https:\/\/datastori.es\/wp-content\/uploads\/2022\/09\/jessica-150x150.jpg 150w, https:\/\/datastori.es\/wp-content\/uploads\/2022\/09\/jessica-300x300.jpg 300w, https:\/\/datastori.es\/wp-content\/uploads\/2022\/09\/jessica.jpg 540w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\"><\/p>\n<p>In this new episode, we talk about the interplay between statistics and data visualization. We do that with <a href=\"http:\/\/www.stat.columbia.edu\/~gelman\/\">Andrew Gelman<\/a>, Professor of Statistics and Political Science at Columbia University, and <a href=\"http:\/\/users.eecs.northwestern.edu\/~jhullman\/\">Jessica Hullman<\/a>, Professor of Computer Science at Northwestern University. Andrew started the popular blog \u201cStatistical Modeling, Causal Inference, and Social Science,\u201d which has an active community of readers and has been around for many years. Jessica started contributing lately with many exciting posts, several of which have to do with data visualization. In the episode, we touch upon many topics, including the story behind the blog, the role of surprises, anomalies, and storytelling in science, the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Anscombe%27s_quartet\">Anscombe\u2019s quartet<\/a>, and exploratory data analysis.<\/p>\n<p><b>Links<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<span style=\"font-weight: 400;\">Jessica Hullman: <\/span><a href=\"http:\/\/users.eecs.northwestern.edu\/~jhullman\/\"><span style=\"font-weight: 400;\">http:\/\/users.eecs.northwestern.edu\/~jhullman\/<\/span><\/a>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<span style=\"font-weight: 400;\">Andrew Gelman: <\/span><a href=\"http:\/\/www.stat.columbia.edu\/~gelman\/\"><span style=\"font-weight: 400;\">http:\/\/www.stat.columbia.edu\/~gelman\/<\/span><\/a>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<span style=\"font-weight: 400;\">Blog: Statistical Modeling, Causal Inference, and Social Science:<\/span> <a href=\"https:\/\/statmodeling.stat.columbia.edu\/\"><span style=\"font-weight: 400;\">https:\/\/statmodeling.stat.columbia.edu\/<\/span><\/a>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<span style=\"font-weight: 400;\">Andrew\u2019s 2003 paper on visualization as model checks: <\/span><span style=\"font-weight: 400;\">\u201c<\/span><a href=\"https:\/\/www.tandfonline.com\/doi\/abs\/10.1198\/106186004X11435?journalCode=ucgs20\"><i><span style=\"font-weight: 400;\">Exploratory Data Analysis for Complex Models<\/span><\/i><\/a><span style=\"font-weight: 400;\">\u201d<\/span>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<span style=\"font-weight: 400;\">Jessica and Andrew\u2019s follow-up article expanding on the idea of model checks for visualization research: <\/span><span style=\"font-weight: 400;\">\u201c<\/span><a href=\"https:\/\/hdsr.mitpress.mit.edu\/pub\/w075glo6\/release\/3\"><i><span style=\"font-weight: 400;\">Designing for Interactive Exploratory Data Analysis Requires Theories of Graphical Inference<\/span><\/i><\/a><span style=\"font-weight: 400;\">\u201d<\/span>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<span style=\"font-weight: 400;\">Andrew and Thomas\u2019 paper on stories in social sciences: <\/span><span style=\"font-weight: 400;\">\u201c<\/span><a href=\"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0049124114526377?casa_token=cTq-ZsSVb6YAAAAA:NXIMPSaOIDUS3PVOrNvUm_dkO1D16CGJX4nhfC6ttGcqH324MCWTGlrt1a9m0bddQ8cBsNrQfEcn\"><span style=\"font-weight: 400;\">When Do Stories Work? Evidence and Illustration in the Social Sciences<\/span><\/a><span style=\"font-weight: 400;\">\u201d<\/span>\n<\/li>\n<\/ul>\n<p>\u2014<\/p>\n<p>Remember: our podcast is listener-supported; please consider donating Using <a href=\"https:\/\/www.patreon.com\/datastories\">Patreon<\/a>\u00a0or <a href=\"https:\/\/www.paypal.com\/paypalme\/datastories\">Paypal<\/a>. Thanks!<\/p>\n<hr>\n<h3>Related episodes<\/h3>\n<ul>\n<li><a href=\"https:\/\/datastori.es\/data-stories-27-big-data-skepticism-w-kate-crawford\/\">Big Data Skepticism w\/ Kate Crawford<\/a><\/li>\n<li><a href=\"https:\/\/datastori.es\/ds-52-science-communication-w-jen-christiansen\/\">Science Communication at SciAm w\/ Jen Christiansen<\/a><\/li>\n<li><a href=\"https:\/\/datastori.es\/84-statistical-numbing-with-paul-slovic\/\">Statistical Numbing with Paul Slovic<\/a><\/li>\n<li><a href=\"https:\/\/datastori.es\/85-machine-bias-with-jeff-larson\/\">Machine Bias with Jeff Larson<\/a><\/li>\n<li><a href=\"https:\/\/datastori.es\/97-calling-bullshit-with-carl-bergstrom-and-jevin-west\/\">Calling Bullshit with Carl Bergstrom and Jevin West<\/a><\/li>\n<li><a href=\"https:\/\/datastori.es\/120-data-science-with-david-robinson\/\">Data Science and Visualization with David Robinson<\/a><\/li>\n<\/ul>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Enrico Bertini<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/datastori.es\/167-visualization-and-statistics-with-andrew-gelman-and-jessica-hullman\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>167\u00a0\u00a0|\u00a0\u00a0Visualization and Statistics with Andrew Gelman and Jessica Hullman In this new episode, we talk about the interplay between statistics and data visualization. We do that with Andrew Gelman, Professor of Statistics and Political Science at Columbia University, and Jessica Hullman, Professor of Computer Science at Northwestern University. Andrew started the popular blog \u201cStatistical Modeling, [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62,139],"tags":[142,84,140],"class_list":["post-232","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-episodes","tag-andrew","tag-data","tag-visualization"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/232"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=232"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/232\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=232"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}