{"id":2651,"date":"2018-09-14T14:28:03","date_gmt":"2018-09-14T18:28:03","guid":{"rendered":"https:\/\/www.med.unc.edu\/bigs2\/?page_id=2651"},"modified":"2024-01-12T06:54:01","modified_gmt":"2024-01-12T11:54:01","slug":"jing-chang","status":"publish","type":"page","link":"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/","title":{"rendered":"Jing Chang"},"content":{"rendered":"<table style=\"border-collapse: collapse;width: 100%\">\n<tbody>\n<tr>\n<td style=\"width: 29.281767955801104%\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-2467\" src=\"https:\/\/www.med.unc.edu\/bigs2\/wp-content\/uploads\/sites\/822\/2018\/09\/Jing-300x300.jpg\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/www.med.unc.edu\/bigs2\/wp-content\/uploads\/sites\/822\/2018\/09\/Jing-300x300.jpg 300w, https:\/\/www.med.unc.edu\/bigs2\/wp-content\/uploads\/sites\/822\/2018\/09\/Jing-150x150.jpg 150w, https:\/\/www.med.unc.edu\/bigs2\/wp-content\/uploads\/sites\/822\/2018\/09\/Jing-512x512.jpg 512w, https:\/\/www.med.unc.edu\/bigs2\/wp-content\/uploads\/sites\/822\/2018\/09\/Jing-64x64.jpg 64w, https:\/\/www.med.unc.edu\/bigs2\/wp-content\/uploads\/sites\/822\/2018\/09\/Jing.jpg 600w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/td>\n<td style=\"width: 70.7182320441989%\"><b>Post Doctoral Research Associate<\/b><\/p>\n<p>Biostatistics<\/p>\n<p>Email: jingc at live dot unc dot edu<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div id=\"content\">\n<div id=\"menu0\"><\/div>\n<\/div>\n<div id=\"content1\">\n<div id=\"main\">\n<div id=\"right\">\n<div id=\"right_text\">\n<div class=\"box\">\n<p>&nbsp;<\/p>\n<p><b>Education<\/b><\/p>\n<p>Ph.D in Statistics, University of California-Santa Cruz, 09\/2007-12\/2011<\/p>\n<p>M.S in Biostatistics, University of Southern California, 09\/2001-07\/2003<\/p>\n<p>B.S in Biology, University of Science and Technology of China, 09\/1994-07\/1999<\/p>\n<\/div>\n<div class=\"box\">\n<p>&nbsp;<\/p>\n<p><b>Research Interests<\/b><\/p>\n<p>Model Selection<\/p>\n<p>Variable Selection<\/p>\n<p>Functional Data Analysis<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<div class=\"box\">\n<p><b>Publications<\/b><\/p>\n<p><b>Chang J<\/b>, Lee H (2011) &#8220;Exploring the effect of weight misspecification on flight prediction&#8221; Advances and Applications in Statistical Sciences. Vol 6 (1): 27-38.<\/p>\n<p>Siegmund KD, Levine AJ, <b>Chang J<\/b>, Laird PW (2006) &#8220;Modeling exposures for DNA methylation profiles&#8221; Cancer Epidemiology Biomarkers Prev.15 (3):567-72.<\/p>\n<p>Marjoram P, <b>Chang J<\/b>, Laird P, Siegmund KD (2006) &#8220;Cluster analysis for DNA methylation profiles having a detection threshold.&#8221; BMC Bioinformatics. 2006 July 26;7:361.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><!-- footer ends--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Post Doctoral Research Associate Biostatistics Email: jingc at live dot unc dot edu &nbsp; Education Ph.D in Statistics, University of California-Santa Cruz, 09\/2007-12\/2011 M.S in Biostatistics, University of Southern California, 09\/2001-07\/2003 B.S in Biology, University of Science and Technology of China, 09\/1994-07\/1999 &nbsp; Research Interests Model Selection Variable Selection Functional Data Analysis &nbsp; Publications Chang &hellip; <a href=\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/\" aria-label=\"Read more about Jing Chang\">Read more<\/a><\/p>\n","protected":false},"author":55348,"featured_media":0,"parent":3875,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-2651","page","type-page","status-publish","hentry","odd"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Jing Chang - BIG-S2<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jing Chang - BIG-S2\" \/>\n<meta property=\"og:description\" content=\"Post Doctoral Research Associate Biostatistics Email: jingc at live dot unc dot edu &nbsp; Education Ph.D in Statistics, University of California-Santa Cruz, 09\/2007-12\/2011 M.S in Biostatistics, University of Southern California, 09\/2001-07\/2003 B.S in Biology, University of Science and Technology of China, 09\/1994-07\/1999 &nbsp; Research Interests Model Selection Variable Selection Functional Data Analysis &nbsp; Publications Chang &hellip; Read more\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/\" \/>\n<meta property=\"og:site_name\" content=\"BIG-S2\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-12T11:54:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.med.unc.edu\/bigs2\/wp-content\/uploads\/sites\/822\/2018\/09\/Jing-300x300.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/\",\"url\":\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/\",\"name\":\"Jing Chang - BIG-S2\",\"isPartOf\":{\"@id\":\"https:\/\/www.med.unc.edu\/bigs2\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.med.unc.edu\/bigs2\/wp-content\/uploads\/sites\/822\/2018\/09\/Jing-300x300.jpg\",\"datePublished\":\"2018-09-14T18:28:03+00:00\",\"dateModified\":\"2024-01-12T11:54:01+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/#primaryimage\",\"url\":\"https:\/\/www.med.unc.edu\/bigs2\/wp-content\/uploads\/sites\/822\/2018\/09\/Jing.jpg\",\"contentUrl\":\"https:\/\/www.med.unc.edu\/bigs2\/wp-content\/uploads\/sites\/822\/2018\/09\/Jing.jpg\",\"width\":600,\"height\":600},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/jing-chang\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.med.unc.edu\/bigs2\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"People\",\"item\":\"https:\/\/www.med.unc.edu\/bigs2\/people\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Alumni\",\"item\":\"https:\/\/www.med.unc.edu\/bigs2\/people\/alumni\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"Jing Chang\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.med.unc.edu\/bigs2\/#website\",\"url\":\"https:\/\/www.med.unc.edu\/bigs2\/\",\"name\":\"BIG-S2\",\"description\":\"Biostatistics and Imaging Genomics analysis lab - Statistics &amp; 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