{"id":72,"date":"2014-09-29T01:21:01","date_gmt":"2014-09-29T01:21:01","guid":{"rendered":"http:\/\/daphnia.ecology.uga.edu\/midas\/?p=72"},"modified":"2016-01-05T20:12:39","modified_gmt":"2016-01-05T20:12:39","slug":"model-independent-statistical-methodology-for-detecting-critical-slowing-down","status":"publish","type":"post","link":"https:\/\/daphnia.ecology.uga.edu\/midas\/?p=72","title":{"rendered":"Model-independent statistical methodology for detecting critical slowing down"},"content":{"rendered":"<p>This project focuses on the methodology. The goal of this project is to devise data mining techniques &#8212; online algorithms &#8212; suggested by the epidemiological theory developed in some of the other projects. Specifically, we are seeking to develop model-independent tools for epidemic transitions based on (i) critical slowing down (ii) frequency properties of the power spectrum, (iii) eigenvalue estimation\u009d methods (iv) moment methods that depend on more-than-second-order properties, and (v) pattern formation. Our plan is to &#8220;stress test&#8221; these methods against simulated data by applying them to increasingly complicated epidemic scenarios until they finally fall apart. Then we&#8217;ll know just how useful the theory of critical slowing down might be.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This project focuses on the methodology. The goal of this project is to devise data mining techniques &#8212; online algorithms &#8212; suggested by the epidemiological theory developed in some of the other projects. Specifically, we are seeking to develop model-independent tools for epidemic transitions based on (i) critical slowing down (ii) frequency properties of the [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-72","post","type-post","status-publish","format-standard","hentry","category-project"],"_links":{"self":[{"href":"https:\/\/daphnia.ecology.uga.edu\/midas\/index.php?rest_route=\/wp\/v2\/posts\/72","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/daphnia.ecology.uga.edu\/midas\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/daphnia.ecology.uga.edu\/midas\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/daphnia.ecology.uga.edu\/midas\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/daphnia.ecology.uga.edu\/midas\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=72"}],"version-history":[{"count":4,"href":"https:\/\/daphnia.ecology.uga.edu\/midas\/index.php?rest_route=\/wp\/v2\/posts\/72\/revisions"}],"predecessor-version":[{"id":182,"href":"https:\/\/daphnia.ecology.uga.edu\/midas\/index.php?rest_route=\/wp\/v2\/posts\/72\/revisions\/182"}],"wp:attachment":[{"href":"https:\/\/daphnia.ecology.uga.edu\/midas\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=72"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/daphnia.ecology.uga.edu\/midas\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=72"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/daphnia.ecology.uga.edu\/midas\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=72"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}