{"id":988253,"date":"2026-08-31T18:08:52","date_gmt":"2026-08-31T18:08:52","guid":{"rendered":"https:\/\/companionscorp.com\/en\/?page_id=988253"},"modified":"2026-08-31T20:36:07","modified_gmt":"2026-08-31T20:36:07","slug":"statistical-analysis-hypothesis-testing","status":"publish","type":"page","link":"https:\/\/companionscorp.com\/de\/services\/data-business-intelligence\/statistical-analysis-hypothesis-testing\/","title":{"rendered":"Statistical Analysis and Hypothesis Testing"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"988253\" class=\"elementor elementor-988253\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0000200b e-flex e-con-boxed e-con e-parent\" data-id=\"0000200b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-00002003 e-flex e-con-full e-con e-parent\" data-id=\"00002003\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-00002001 elementor-widget elementor-widget-image\" data-id=\"00002001\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-987789\" alt=\"Companions Corp mark\" srcset=\"https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-150x150.png 150w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-300x300.png 300w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-12x12.png 12w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-270x270.png 270w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-192x192.png 192w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-180x180.png 180w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-32x32.png 32w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo.png 512w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00002002 elementor-widget elementor-widget-heading\" data-id=\"00002002\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/companionscorp.com\/de\/\">COMPANIONS CORP<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0000200a e-flex e-con-full cc-desktop-nav e-con e-parent\" data-id=\"0000200a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002004 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002004\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/companionscorp.com\/de\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Home<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002005 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002005\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/companionscorp.com\/de\/services\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Services<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002006 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002006\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/companionscorp.com\/de\/about\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">About<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002007 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002007\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/companionscorp.com\/de\/portfolio\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Portfolio<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002008 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002008\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/companionscorp.com\/de\/team\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Team<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002009 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002009\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/companionscorp.com\/de\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccmob001 elementor-widget elementor-widget-html\" data-id=\"ccmob001\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ccm-nav\"><details><summary aria-label=\"Open primary navigation\"><span>Menu<\/span><span aria-hidden=\"true\">+<\/span><\/summary><nav aria-label=\"Mobile primary navigation\"><a href=\"https:\/\/companionscorp.com\/de\/\">Home<\/a><a href=\"https:\/\/companionscorp.com\/de\/services\/\">Services<\/a><a href=\"https:\/\/companionscorp.com\/de\/about\/\">About<\/a><a href=\"https:\/\/companionscorp.com\/de\/portfolio\/\">Portfolio<\/a><a href=\"https:\/\/companionscorp.com\/de\/team\/\">Team<\/a><a class=\"ccm-contact\" href=\"https:\/\/companionscorp.com\/de\/contact\/\">Contact<\/a><\/nav><\/details><\/div><style>.elementor-element-ccmob001{display:none!important}@media(max-width:767px){.cc-desktop-nav{display:none!important}.elementor-element-ccmob001{display:block!important;width:100%!important}.ccm-nav{width:100%;font-family:Kanit,Arial,sans-serif}.ccm-nav details{width:100%}.ccm-nav summary{display:flex;align-items:center;justify-content:space-between;cursor:pointer;list-style:none;background:#172328;color:#F5F2EA;border:1px solid #2B3A40;border-radius:12px;padding:13px 16px;font-weight:600}.ccm-nav summary::-webkit-details-marker{display:none}.ccm-nav details[open] summary{border-radius:12px 12px 0 0}.ccm-nav nav{display:grid;background:#172328;border:1px solid #2B3A40;border-top:0;border-radius:0 0 12px 12px;overflow:hidden}.ccm-nav nav a{color:#F5F2EA!important;text-decoration:none!important;padding:13px 16px;border-top:1px solid #2B3A40;font-weight:600}.ccm-nav nav a:hover,.ccm-nav nav a:focus-visible{background:#223138;color:#70CBE8!important;outline:2px solid #70CBE8;outline-offset:-2px}.ccm-nav nav .ccm-contact{background:#70CBE8;color:#0F171B!important}}}<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b7f e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78b7f\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78b7e e-flex e-con-full e-con e-parent\" data-id=\"3ae78b7e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78b71 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b71\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b6b elementor-widget elementor-widget-heading\" data-id=\"3ae78b6b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">EVIDENCE \/ 03<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b6c elementor-widget elementor-widget-heading\" data-id=\"3ae78b6c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Test the claim.<br>Quantify the uncertainty.<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b6d elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b6d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>We design defensible analyses that help teams distinguish meaningful effects from noise, coincidence and measurement error.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b70 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b70\" data-element_type=\"container\">\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3ae78b6e elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"3ae78b6e\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/companionscorp.com\/de\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Frame a statistical study<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3ae78b6f elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"3ae78b6f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/companionscorp.com\/de\/services\/data-business-intelligence\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">View Data & BI<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b7d e-flex e-con-full e-con e-parent\" data-id=\"3ae78b7d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b72 elementor-widget elementor-widget-heading\" data-id=\"3ae78b72\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">DECISION SYSTEM<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b73 elementor-widget elementor-widget-heading\" data-id=\"3ae78b73\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Statistical Analysis and Hypothesis Testing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b76 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b76\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b74 elementor-widget elementor-widget-heading\" data-id=\"3ae78b74\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">01<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b75 elementor-widget elementor-widget-heading\" data-id=\"3ae78b75\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">EFFECT SIZE<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b79 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b79\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b77 elementor-widget elementor-widget-heading\" data-id=\"3ae78b77\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">02<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b78 elementor-widget elementor-widget-heading\" data-id=\"3ae78b78\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">UNCERTAINTY<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b7c e-flex e-con-full e-con e-parent\" data-id=\"3ae78b7c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b7a elementor-widget elementor-widget-heading\" data-id=\"3ae78b7a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">03<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b7b elementor-widget elementor-widget-heading\" data-id=\"3ae78b7b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">VALIDITY<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b84 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78b84\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b80 elementor-widget elementor-widget-heading\" data-id=\"3ae78b80\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">WHAT YOU GET<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b81 elementor-widget elementor-widget-heading\" data-id=\"3ae78b81\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Value that can be observed\u2014not implied.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b82 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b82\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Measures are agreed for the engagement and tied to the decision or operating change the work must support.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b83 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b83\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78b52 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b52\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b4f elementor-widget elementor-widget-heading\" data-id=\"3ae78b4f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">01<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b50 elementor-widget elementor-widget-heading\" data-id=\"3ae78b50\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Effect clarity<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b51 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b51\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Estimate how large a difference or relationship is\u2014not only whether it exists.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b56 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b56\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b53 elementor-widget elementor-widget-heading\" data-id=\"3ae78b53\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">02<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b54 elementor-widget elementor-widget-heading\" data-id=\"3ae78b54\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Uncertainty bounds<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b55 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b55\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Show the range of plausible results and the assumptions behind it.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b5a e-flex e-con-full e-con e-parent\" data-id=\"3ae78b5a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b57 elementor-widget elementor-widget-heading\" data-id=\"3ae78b57\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">03<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b58 elementor-widget elementor-widget-heading\" data-id=\"3ae78b58\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Decision discipline<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b59 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b59\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Connect statistical evidence to a defined operational or commercial choice.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b88 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78b88\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b85 elementor-widget elementor-widget-heading\" data-id=\"3ae78b85\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">EXPERTISE & APPROACH<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b86 elementor-widget elementor-widget-heading\" data-id=\"3ae78b86\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A controlled path from question to operating capability.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b87 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b87\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78b5d e-flex e-con-full e-con e-parent\" data-id=\"3ae78b5d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b5b elementor-widget elementor-widget-heading\" data-id=\"3ae78b5b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">01 \/ Specify<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b5c elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b5c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Define the hypothesis, outcome, comparison and decision threshold before testing.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b60 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b60\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b5e elementor-widget elementor-widget-heading\" data-id=\"3ae78b5e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">02 \/ Validate<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b5f elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b5f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Check sampling, independence, missingness and measurement assumptions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b63 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b63\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b61 elementor-widget elementor-widget-heading\" data-id=\"3ae78b61\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">03 \/ Analyse<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b62 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b62\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Select appropriate tests, models and sensitivity checks.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b66 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b66\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b64 elementor-widget elementor-widget-heading\" data-id=\"3ae78b64\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">04 \/ Interpret<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b65 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b65\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Explain effect size, uncertainty, limitations and practical significance.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b92 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78b92\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78b91 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b91\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78b8c e-flex e-con-full e-con e-parent\" data-id=\"3ae78b8c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b89 elementor-widget elementor-widget-heading\" data-id=\"3ae78b89\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">GOOD FIT<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b8a elementor-widget elementor-widget-heading\" data-id=\"3ae78b8a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Use this service when<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b8b elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b8b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>A proposed change needs evidence before wider rollout.<\/li><li>Two groups, periods or processes appear meaningfully different.<\/li><li>Leaders need defensible analysis for a material decision.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b90 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b90\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b8d elementor-widget elementor-widget-heading\" data-id=\"3ae78b8d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">LIMITS & TRADE-OFFS<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b8e elementor-widget elementor-widget-heading\" data-id=\"3ae78b8e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Plan for these realities<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b8f elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b8f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Statistical significance is not the same as business importance.<\/li><li>Weak study design cannot be repaired by a sophisticated test.<\/li><li>Causal claims require stronger designs than observational association.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b9c e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78b9c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78b9b e-flex e-con-full e-con e-parent\" data-id=\"3ae78b9b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78b96 e-flex e-con-full e-con e-parent\" data-id=\"3ae78b96\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b93 elementor-widget elementor-widget-heading\" data-id=\"3ae78b93\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">ILLUSTRATIVE ENGAGEMENT<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b94 elementor-widget elementor-widget-heading\" data-id=\"3ae78b94\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A hypothesis-to-evidence analysis cycle.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b95 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b95\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Study definition \u00b7 data and assumption review \u00b7 analysis \u00b7 decision interpretation<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78b9a e-flex e-con-full e-con e-parent\" data-id=\"3ae78b9a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b97 elementor-widget elementor-widget-heading\" data-id=\"3ae78b97\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">EVIDENCE FRAMEWORK<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b98 elementor-widget elementor-widget-heading\" data-id=\"3ae78b98\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Evidence before promotion.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b99 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b99\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A Statistical Analysis and Hypothesis Testing engagement should leave a useful evidence trail: an agreed baseline, documented decisions, delivered artefacts and an outcome review against the measures defined at the start.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78ba2 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78ba2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78ba1 e-flex e-con-full e-con e-parent\" data-id=\"3ae78ba1\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78b9f e-flex e-con-full e-con e-parent\" data-id=\"3ae78b9f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b9d elementor-widget elementor-widget-heading\" data-id=\"3ae78b9d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Which claim needs evidence before you act?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78b9e elementor-widget elementor-widget-text-editor\" data-id=\"3ae78b9e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bring the decision, the current friction and the evidence available. We\u2019ll help define a practical first step.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3ae78ba0 elementor-align-right elementor-tablet-align-left elementor-mobile-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"3ae78ba0\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/companionscorp.com\/de\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Discuss the project<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78ba6 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78ba6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78ba5 e-flex e-con-full e-con e-parent\" data-id=\"3ae78ba5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78ba3 elementor-widget elementor-widget-heading\" data-id=\"3ae78ba3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Companions Corp d.o.o.<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78ba4 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78ba4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Srebreni\u010dka bb \u00b7 Bosanski Petrovac \u00b7 <a href=\"mailto:office@companionscorp.com\" style=\"color:#4EE4D0\">office@companionscorp.com<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>COMPANIONS CORP Home Services About Portfolio Team Contact Menu+ HomeServicesAboutPortfolioTeamContact EVIDENCE \/ 03 Test the claim.Quantify the uncertainty. We design defensible analyses that help teams distinguish meaningful effects from noise, coincidence and measurement error. Frame a statistical study View Data &#038; BI DECISION SYSTEM Statistical Analysis and Hypothesis Testing 01 EFFECT SIZE 02 UNCERTAINTY 03&#8230;<\/p>","protected":false},"author":1,"featured_media":0,"parent":988228,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"Statistical Analysis & Testing | Companions Corp","_seopress_titles_desc":"Explore Statistical Analysis & Testing with Companions Corp: business value, delivery approach, suitable use cases, practical limits and engagement options.","_seopress_robots_index":"","footnotes":""},"class_list":["post-988253","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988253","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/comments?post=988253"}],"version-history":[{"count":5,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988253\/revisions"}],"predecessor-version":[{"id":988755,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988253\/revisions\/988755"}],"up":[{"embeddable":true,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988228"}],"wp:attachment":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/media?parent=988253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}