{"id":497,"date":"2023-06-12T14:03:29","date_gmt":"2023-06-12T14:03:29","guid":{"rendered":"https:\/\/webresources-uat.com\/acrp0361\/?post_type=glossary&#038;p=497"},"modified":"2023-06-12T14:03:29","modified_gmt":"2023-06-12T14:03:29","slug":"predictive-analytics","status":"publish","type":"glossary","link":"https:\/\/crp.trb.org\/acrpwebresource18\/glossary\/predictive-analytics\/","title":{"rendered":"Predictive Analytics"},"content":{"rendered":"<p><span class=\"NormalTextRun SCXW180822467 BCX0\"><a class=\"glossaryLink\"  aria-describedby=\"tt\"  data-cmtooltip=\"&lt;div class=glossaryItemTitle&gt;Advanced Analytics&lt;\/div&gt;&lt;div class=glossaryItemBody&gt;&amp;lt;span data-contrast=&amp;quot;auto&amp;quot;&amp;gt;Automated (or semi-automated) statistical techniques or logic-based methods for analyzing data to discover underlying patterns, make predictions, or generate recommendations (e.g., sentiment analysis, graph analysis, multivariate statistics, machine learning, neural networks).&amp;lt;\/span&amp;gt;&amp;lt;span data-ccp-props=&amp;quot;{&amp;amp;quot;134233279&amp;amp;quot;:false,&amp;amp;quot;201341983&amp;amp;quot;:0,&amp;amp;quot;335559739&amp;amp;quot;:60,&amp;amp;quot;335559740&amp;amp;quot;:259}&amp;quot;&amp;gt;&nbsp;&amp;lt;\/span&amp;gt;&lt;\/div&gt;\"  href=\"https:\/\/crp.trb.org\/acrpwebresource18\/glossary\/advanced-analytics\/\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>Advanced analytics<\/a> procedures or techniques for analyzing content or data to predict characteristics of target variables based on relevant features or attributes of the data (e.g., predictive modeling, regression analysis, multivariate statistics, <a class=\"glossaryLink\"  aria-describedby=\"tt\"  data-cmtooltip=\"&lt;div class=glossaryItemTitle&gt;Forecasting&lt;\/div&gt;&lt;div class=glossaryItemBody&gt;&amp;lt;span class=&amp;quot;TextRun SCXW33429170 BCX0&amp;quot; lang=&amp;quot;EN-US&amp;quot; xml:lang=&amp;quot;EN-US&amp;quot; data-contrast=&amp;quot;auto&amp;quot;&amp;gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW33429170 BCX0&amp;quot;&amp;gt;Predictive analytics technique that takes data and predicts the future value for the data by factoring in a variety of inputs and identifying trends.&amp;lt;\/span&amp;gt;&amp;lt;\/span&amp;gt;&lt;\/div&gt;\"  href=\"https:\/\/crp.trb.org\/acrpwebresource18\/glossary\/forecasting\/\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>forecasting<\/a>, and classification)<\/span><span class=\"NormalTextRun SCXW180822467 BCX0\">.&nbsp;<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p><a class=\"glossaryLink\" aria-describedby=\"tt\" data-cmtooltip=\"&lt;div class=glossaryItemTitle&gt;Advanced Analytics&lt;\/div&gt;&lt;div class=glossaryItemBody&gt;&amp;lt;span data-contrast=&amp;quot;auto&amp;quot;&amp;gt;Automated (or semi-automated) statistical techniques or logic-based methods for analyzing data to discover underlying patterns, make predictions, or generate recommendations (e.g., sentiment analysis, graph analysis, multivariate statistics, machine learning, neural networks).&amp;lt;\/span&amp;gt;&amp;lt;span data-ccp-props=&amp;quot;{&amp;amp;quot;134233279&amp;amp;quot;:false,&amp;amp;quot;201341983&amp;amp;quot;:0,&amp;amp;quot;335559739&amp;amp;quot;:60,&amp;amp;quot;335559740&amp;amp;quot;:259}&amp;quot;&amp;gt;&nbsp;&amp;lt;\/span&amp;gt;&lt;\/div&gt;\" href=\"https:\/\/crp.trb.org\/acrpwebresource18\/glossary\/advanced-analytics\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Advanced analytics<\/a> procedures or techniques for analyzing content or data to predict characteristics of target variables based on relevant features or attributes of the data (e.g., predictive modeling, regression analysis, multivariate statistics, <a class=\"glossaryLink\" aria-describedby=\"tt\" data-cmtooltip=\"&lt;div class=glossaryItemTitle&gt;Forecasting&lt;\/div&gt;&lt;div class=glossaryItemBody&gt;&amp;lt;span class=&amp;quot;TextRun SCXW33429170 BCX0&amp;quot; lang=&amp;quot;EN-US&amp;quot; xml:lang=&amp;quot;EN-US&amp;quot; data-contrast=&amp;quot;auto&amp;quot;&amp;gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW33429170 BCX0&amp;quot;&amp;gt;Predictive analytics technique that takes data and predicts the future value for the data by factoring in a variety of inputs and identifying trends.&amp;lt;\/span&amp;gt;&amp;lt;\/span&amp;gt;&lt;\/div&gt;\" href=\"https:\/\/crp.trb.org\/acrpwebresource18\/glossary\/forecasting\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">forecasting<\/a>, and classification).&nbsp;<\/p>\n","protected":false},"author":111,"featured_media":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"glossary-categories":[],"glossary-tags":[],"class_list":["post-497","glossary","type-glossary","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary\/497","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/types\/glossary"}],"author":[{"embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/users\/111"}],"version-history":[{"count":0,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary\/497\/revisions"}],"wp:attachment":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/media?parent=497"}],"wp:term":[{"taxonomy":"glossary-categories","embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary-categories?post=497"},{"taxonomy":"glossary-tags","embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary-tags?post=497"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}