{"id":15214,"date":"2015-08-03T12:26:00","date_gmt":"2015-08-03T10:26:00","guid":{"rendered":"https:\/\/novustat.com\/data-evaluation\/statistical-evaluation.html"},"modified":"2026-09-24T09:15:10","modified_gmt":"2026-09-24T07:15:10","slug":"statistical-analysis","status":"publish","type":"page","link":"https:\/\/novustat.com\/en\/data-analysis\/statistical-analysis.html","title":{"rendered":"Statistical evaluation"},"content":{"rendered":"\n<div id=\"content\" role=\"main\" tabindex=\"-1\" data-elementor-type=\"wp-page\" data-elementor-id=\"15214\" class=\"elementor elementor-15214 elementor-248\" data-elementor-post-type=\"page\">\n<div class=\"elementor-element elementor-element-a45cad4 novu-r15-hero-row e-flex e-con-boxed e-con e-parent\" data-id=\"a45cad4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-7515bce e-con-full novu-r15-hero-copy e-flex e-con e-child\" data-id=\"7515bce\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-33c978f e-flex e-con-boxed e-con e-child\" data-id=\"33c978f\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-2cc36be elementor-widget elementor-widget-heading\" data-id=\"2cc36be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Statistical analyses with experts<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-6dd1df2 elementor-widget elementor-widget-heading\" data-id=\"6dd1df2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h1 class=\"elementor-heading-title elementor-size-default\">Statistical analysis by experienced experts<\/h1>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-2a68c14 elementor-widget elementor-widget-heading\" data-id=\"2a68c14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">NOVUSTAT supports you in your statistical analysis.<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-829bd1e elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"829bd1e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p><strong>Benefit from professional statistical analysis with SPSS and other programs for your project. Our expert team of over 80 statisticians is well versed in the use of data analysis methods of all kinds and can provide you with competent help in evaluating your statistics. <\/strong><\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-7bedc21 elementor-align-left elementor-widget__width-inherit elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"7bedc21\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/novustat.com\/en\/get-free-quote.html\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-icon\"><br \/>\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-paper-plane\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M440 6.5L24 246.4c-34.4 19.9-31.1 70.8 5.7 85.9L144 379.6V464c0 46.4 59.2 65.5 86.6 28.6l43.8-59.1 111.9 46.2c5.9 2.4 12.1 3.6 18.3 3.6 8.2 0 16.3-2.1 23.6-6.2 12.8-7.2 21.6-20 23.9-34.5l59.4-387.2c6.1-40.1-36.9-68.8-71.5-48.9zM192 464v-64.6l36.6 15.1L192 464zm212.6-28.7l-153.8-63.5L391 169.5c10.7-15.5-9.5-33.5-23.7-21.2L155.8 332.6 48 288 464 48l-59.4 387.3z\"><\/path><\/svg>\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Request a statistical analysis<\/span><br \/>\n\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-082ff07 e-con-full e-flex e-con e-child\" data-id=\"082ff07\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:200,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-6d0a00b e-con-full e-flex e-con e-child\" data-id=\"6d0a00b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-2f4d2cd e-con-full e-flex e-con e-child\" data-id=\"2f4d2cd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation_mobile&quot;:&quot;none&quot;}\">\n<div class=\"elementor-element elementor-element-665292d elementor-widget elementor-widget-image\" data-id=\"665292d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"720\" height=\"1080\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_DL_Datenauswertung_opti.webp\" class=\"elementor-animation-bob attachment-full size-full wp-image-45039\" alt=\"Statistical Data Analysis Using Charts, Dashboards, and Interpretation of Results\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_DL_Datenauswertung_opti.webp 720w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_DL_Datenauswertung_opti-200x300.webp 200w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_DL_Datenauswertung_opti-683x1024.webp 683w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<section class=\"elementor-section elementor-top-section elementor-element elementor-element-db92a35 elementor-section-content-middle novu-r26-counter-section elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"db92a35\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"elementor-container elementor-column-gap-default\">\n<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5ee4f13\" data-id=\"5ee4f13\" data-element_type=\"column\" data-e-type=\"column\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-182b892 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"182b892\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-container elementor-column-gap-no\">\n<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2be3058\" data-id=\"2be3058\" data-element_type=\"column\" data-e-type=\"column\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-a74c89a elementor-widget elementor-widget-heading\" data-id=\"a74c89a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">NOVUSTAT by the Numbers<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-35def5e elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"35def5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p><strong>Experience<\/strong>, <strong>Expertise<\/strong>, and <strong>Quality<\/strong> <\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-5a63385 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"5a63385\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p>  for your <strong>statistical analysis<\/strong>.<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3700b74\" data-id=\"3700b74\" data-element_type=\"column\" data-e-type=\"column\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-bdecb86 novu-r26-brandmark elementor-widget elementor-widget-image\" data-id=\"bdecb86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_N_Logo_Blau1-1_opti.webp\" class=\"attachment-full size-full wp-image-41849\" alt=\"\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_N_Logo_Blau1-1_opti.webp 800w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_N_Logo_Blau1-1_opti-300x300.webp 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_N_Logo_Blau1-1_opti-150x150.webp 150w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_N_Logo_Blau1-1_opti-768x768.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section>\n<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e77c249 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e77c249\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-container elementor-column-gap-custom\">\n<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-e4c9c50\" data-id=\"e4c9c50\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-a87c11e elementor-widget elementor-widget-counter\" data-id=\"a87c11e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"counter.default\">\n<div class=\"elementor-counter\">\n<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span><br \/>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"10\" data-from-value=\"0\">0<\/span><br \/>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\">+<\/span>\n\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-503ebaf elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"503ebaf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">statistical<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-91152d4 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"91152d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Project Experience<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-a56fa2f\" data-id=\"a56fa2f\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-fb40285 elementor-widget elementor-widget-counter\" data-id=\"fb40285\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"counter.default\">\n<div class=\"elementor-counter\">\n<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span><br \/>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"3000\" data-from-value=\"0\">0<\/span><br \/>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\">+<\/span>\n\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-d70669c elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"d70669c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">accompanied  <\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-006fcbd elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"006fcbd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Statistics Projects<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-3e50b12\" data-id=\"3e50b12\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-4d5efaa elementor-widget elementor-widget-counter\" data-id=\"4d5efaa\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"counter.default\">\n<div class=\"elementor-counter\">\n<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span><br \/>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"80\" data-from-value=\"0\">0<\/span><br \/>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\">+<\/span>\n\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-da48a43 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"da48a43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Pool of Experts  <\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-fe93367 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"fe93367\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">  To statisticians<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-02a89f3\" data-id=\"02a89f3\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-c434716 elementor-widget elementor-widget-counter\" data-id=\"c434716\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"counter.default\">\n<div class=\"elementor-counter\">\n<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span><br \/>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"4.9\" data-from-value=\"0\">0<\/span><br \/>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\">\/5<\/span>\n\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-27c2713 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"27c2713\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">average<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-10dbf6f elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"10dbf6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">  Customer Review<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section>\n<div class=\"elementor-element elementor-element-c7f4c0b novu-r26-after-counter e-flex e-con-boxed e-con e-parent\" data-id=\"c7f4c0b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-381be01 e-con-full e-flex e-con e-child\" data-id=\"381be01\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-d1b8f56 e-con-full e-flex e-con e-child\" data-id=\"d1b8f56\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-a5f47ad elementor-widget elementor-widget-image\" data-id=\"a5f47ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:300}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/05\/Novustat_Logo_Blau1.png\" title=\"Novustat_Logo_Blue1\" alt=\"Novustat_Logo_Blue1\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<div class=\"elementor-element elementor-element-8ced39a elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"8ced39a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Your plus with NOVUSTAT<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-99bd403 elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"99bd403\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">We provide professional support for your statistical analysis.<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-2141d36 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"2141d36\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"qMYqUG_convSearchResultHighlightRoot\">\n<div class=\"\" data-turn-id-container=\"request-6a718eda-9760-83eb-8eed-590c77c33459-51\" data-is-intersecting=\"true\">\n<section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-6a718eda-9760-83eb-8eed-590c77c33459-51\" data-turn-id-container=\"request-6a718eda-9760-83eb-8eed-590c77c33459-51\" data-testid=\"conversation-turn-230\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-8 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\">\n<div class=\"flex max-w-full flex-col gap-4 grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"eecb5dee-ad72-40ec-b4ae-2991d72dd607\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-6-thinking\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden\">\n<div class=\"markdown prose dark:prose-invert wrap-break-word w-full dark markdown-new-styling\">\n<p data-start=\"108\" data-end=\"290\" data-is-last-node=\"\" data-is-only-node=\"\">Our <strong>team of experts<\/strong> will guide you from selecting the appropriate methods to clearly interpreting your results. As <strong>statistics experts<\/strong>, we can help you: <\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-aed1a60 elementor-widget elementor-widget-html\" data-id=\"aed1a60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div class=\"novu-smartpls-services\">\n<div class=\"novu-smartpls-services__inner\">\n<ul class=\"novu-smartpls-services__list\">\n<li class=\"novu-smartpls-services__item\">quality-tested & professional<\/li>\n<li class=\"novu-smartpls-services__item\">Individual & fast analysis of your data set<\/li>\n<li class=\"novu-smartpls-services__item\">tailored to your research question & questionnaire<\/li>\n<li class=\"novu-smartpls-services__item\">Support for students with, for example, their <a href=\"https:\/\/novustat.com\/auswertung-hilfe\/statistische-beratung-studenten\/statistik-hilfe-bachelorarbeit.html\">bachelor's thesis<\/a> or master's thesis<\/li>\n<li class=\"novu-smartpls-services__item\">with descriptive (mean value, distribution etc.) & inferential statistical procedures (correlations & regressions) and methods<\/li>\n<li class=\"novu-smartpls-services__item\">in all statistics programs (SPSS, R, STATA and many more)<\/li>\n<li class=\"novu-smartpls-services__item\">regardless of where you live<\/li>\n<li class=\"novu-smartpls-services__item\">Discreetly in compliance with data protection<\/li>\n<li class=\"novu-smartpls-services__item\">with quality check by supervisor and proofreading of the interpretation of the results.<\/li>\n<\/ul><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-5181d2b e-flex e-con-boxed e-con e-parent\" data-id=\"5181d2b\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-ef38324 e-con-full e-flex e-con e-child\" data-id=\"ef38324\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-484990c elementor-widget elementor-widget-heading\" data-id=\"484990c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Types of statistical analysis<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-b52e87b elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"b52e87b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Statistical analysis - variants<\/h2>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-cfbe226 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"cfbe226\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p>Analyzing statistics is wonderfully versatile. It can make production more efficient, yield scientific insights, or even help us better understand a group of people. For this to succeed, a research question must be examined using the right methods. However, data analysis isn\u2019t quite that simple. That\u2019s because the range of available methods is vast\u2014and each one can yield completely different results.    <\/p>\n<p><strong>We are happy to support you in all common variants of statistical analysis. We use state-of-the-art procedures and methods for every analysis. <\/strong><\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-e97b1aa novu-r15-card-grid e-flex e-con-boxed e-con e-parent\" data-id=\"e97b1aa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-82d227a e-con-full novu-form-card e-flex e-con e-child\" data-id=\"82d227a\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-4c6a71b elementor-widget elementor-widget-html\" data-id=\"4c6a71b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-statistical-variant-descriptive\" class=\"novu-statistical-variant-card\" aria-label=\"Deskriptive Statistiken\">\n<div class=\"novu-statistical-variant-card__header\">\n<div class=\"novu-statistical-variant-card__header-icon\" aria-hidden=\"true\">\n      <svg viewbox=\"0 0 24 24\">\n        <path d=\"M5 20V12\"><\/path>\n        <path d=\"M10 20V8\"><\/path>\n        <path d=\"M15 20V4\"><\/path>\n        <path d=\"M20 20V10\"><\/path>\n      <\/svg>\n    <\/div>\n<h3 class=\"novu-statistical-variant-card__title\">\n  Descriptive Statistics<br \/>\n    <\/h3>\n<\/p><\/div>\n<div class=\"novu-statistical-variant-card__content\">\n<div class=\"novu-statistical-variant-card__text-box\">\n<p class=\"novu-statistical-variant-card__text\">\n  Descriptive statistics describe the data from your questionnaire, for example, through means, percentages, measures of distribution, or graphical representations of distributions. Through tables showing means, categorizations, and visualizations, meaningful insights can still be derived from an unstructured dataset.\n      <\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-1d2b540 e-con-full novu-form-card e-flex e-con e-child\" data-id=\"1d2b540\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-ad09164 elementor-widget elementor-widget-html\" data-id=\"ad09164\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-statistical-variant-explorative\" class=\"novu-statistical-variant-card\" aria-label=\"Explorative Auswertungen\">\n<div class=\"novu-statistical-variant-card__header\">\n<div class=\"novu-statistical-variant-card__header-icon\" aria-hidden=\"true\">\n      <svg viewbox=\"0 0 24 24\">\n        <path d=\"M5 20V12\"><\/path>\n        <path d=\"M10 20V8\"><\/path>\n        <path d=\"M15 20V4\"><\/path>\n        <path d=\"M20 20V10\"><\/path>\n      <\/svg>\n    <\/div>\n<h3 class=\"novu-statistical-variant-card__title\">\n  Exploratory Analyses<br \/>\n    <\/h3>\n<\/p><\/div>\n<div class=\"novu-statistical-variant-card__content\">\n<div class=\"novu-statistical-variant-card__text-box\">\n<p class=\"novu-statistical-variant-card__text\">\n  Exploratory analyses search for patterns and anomalies in data without underlying assumptions and with an open-ended approach, often with the goal of developing hypotheses. Such research is intended to fill gaps in theory or address shortcomings in previously formulated hypotheses.\n      <\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-911dc9f e-con-full novu-form-card e-flex e-con e-child\" data-id=\"911dc9f\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-c1997f5 elementor-widget elementor-widget-html\" data-id=\"c1997f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-statistical-variant-inductive\" class=\"novu-statistical-variant-card\" aria-label=\"Induktive schlussfolgernde Statistiken\">\n<div class=\"novu-statistical-variant-card__header\">\n<div class=\"novu-statistical-variant-card__header-icon\" aria-hidden=\"true\">\n      <svg viewbox=\"0 0 24 24\">\n        <path d=\"M5 20V12\"><\/path>\n        <path d=\"M10 20V8\"><\/path>\n        <path d=\"M15 20V4\"><\/path>\n        <path d=\"M20 20V10\"><\/path>\n      <\/svg>\n    <\/div>\n<h3 class=\"novu-statistical-variant-card__title\">\n  Inductive (Inferential) Statistics<br \/>\n    <\/h3>\n<\/p><\/div>\n<div class=\"novu-statistical-variant-card__content\">\n<div class=\"novu-statistical-variant-card__text-box\">\n<p class=\"novu-statistical-variant-card__text\">Inferential statistics test hypotheses using specific tests, measure relationships (correlations), and compare groups with one another. In this way, assumptions about relationships in the data are verified through a transparent test and evaluated for statistical significance. In addition, graphs depicting standard deviations and variances are generated, along with tables summarizing these inferential statistical values.  <\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-3267f33 e-con-full novu-form-card e-flex e-con e-child\" data-id=\"3267f33\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-5d1d18e elementor-widget elementor-widget-html\" data-id=\"5d1d18e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-statistical-variant-forecast\" class=\"novu-statistical-variant-card\" aria-label=\"Prognosen\">\n<div class=\"novu-statistical-variant-card__header\">\n<div class=\"novu-statistical-variant-card__header-icon\" aria-hidden=\"true\">\n      <svg viewbox=\"0 0 24 24\">\n        <path d=\"M5 20V12\"><\/path>\n        <path d=\"M10 20V8\"><\/path>\n        <path d=\"M15 20V4\"><\/path>\n        <path d=\"M20 20V10\"><\/path>\n      <\/svg>\n    <\/div>\n<h3 class=\"novu-statistical-variant-card__title\">\n  Forecasts<br \/>\n    <\/h3>\n<\/p><\/div>\n<div class=\"novu-statistical-variant-card__content\">\n<div class=\"novu-statistical-variant-card__text-box\">\n<p class=\"novu-statistical-variant-card__text\">Forecasts use data analysis to make predictions about the future, draw analogies for similar cases, or generalize from a sample of data to the population. This is, for example, an essential requirement for students writing their bachelor\u2019s or master\u2019s theses. <\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-cad6176 e-flex e-con-boxed e-con e-parent\" data-id=\"cad6176\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-0de29df elementor-widget elementor-widget-html\" data-id=\"0de29df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-statistics-overview-v1\" class=\"novu-statistics-overview-v1\" aria-label=\"\u00dcbersicht \u00fcber deskriptive und schlie\u00dfende Statistik\">\n<div class=\"novu-statistics-overview-v1__intro\">\n<p>    <span class=\"novu-statistics-overview-v1__eyebrow\"><br \/>\n  Statistical analysis at a glance<br \/>\n    <\/span><\/p>\n<div class=\"novu-statistics-overview-v1__headline\">\n  Descriptive and Inferential Statistics\n    <\/div>\n<p class=\"novu-statistics-overview-v1__intro-text\">\n  Statistical analysis is divided into descriptive methods and methods for testing further assumptions.\n    <\/p>\n<\/p><\/div>\n<div class=\"novu-statistics-overview-v1__grid\">\n<article class=\"novu-statistics-overview-v1__panel novu-statistics-overview-v1__panel--descriptive\">\n<div class=\"novu-statistics-overview-v1__panel-header\">\n<div class=\"novu-statistics-overview-v1__panel-icon\" aria-hidden=\"true\">\n          <svg viewbox=\"0 0 24 24\">\n            <path d=\"M5 20V12\"><\/path>\n            <path d=\"M10 20V8\"><\/path>\n            <path d=\"M15 20V4\"><\/path>\n            <path d=\"M20 20V10\"><\/path>\n          <\/svg>\n        <\/div>\n<div class=\"novu-statistics-overview-v1__panel-heading\">\n<p>          <span class=\"novu-statistics-overview-v1__panel-label\"><br \/>\n  Descriptive Methods<br \/>\n          <\/span><\/p>\n<div class=\"novu-statistics-overview-v1__panel-title\">\n  Descriptive Statistics\n          <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-overview-v1__flow\">\n<div class=\"novu-statistics-overview-v1__flow-main\">\n  Summary Measures of Central Tendency\n        <\/div>\n<div class=\"novu-statistics-overview-v1__flow-branches\">\n<div class=\"novu-statistics-overview-v1__branch\">\n            <span class=\"novu-statistics-overview-v1__branch-line\" aria-hidden=\"true\"><\/span><br \/>\n            <span class=\"novu-statistics-overview-v1__branch-box\">Tables<\/span>\n          <\/div>\n<div class=\"novu-statistics-overview-v1__branch\">\n            <span class=\"novu-statistics-overview-v1__branch-line\" aria-hidden=\"true\"><\/span><br \/>\n            <span class=\"novu-statistics-overview-v1__branch-box\">Charts<\/span>\n          <\/div>\n<div class=\"novu-statistics-overview-v1__branch\">\n            <span class=\"novu-statistics-overview-v1__branch-line\" aria-hidden=\"true\"><\/span><br \/>\n            <span class=\"novu-statistics-overview-v1__branch-box\">Key Dimensions<\/span>\n          <\/div>\n<div class=\"novu-statistics-overview-v1__branch\">\n            <span class=\"novu-statistics-overview-v1__branch-line\" aria-hidden=\"true\"><\/span><br \/>\n            <span class=\"novu-statistics-overview-v1__branch-box\">Correlation Analysis<\/span>\n          <\/div>\n<div class=\"novu-statistics-overview-v1__branch\">\n            <span class=\"novu-statistics-overview-v1__branch-line\" aria-hidden=\"true\"><\/span><br \/>\n            <span class=\"novu-statistics-overview-v1__branch-box\">Measures of Dispersion<\/span>\n          <\/div>\n<div class=\"novu-statistics-overview-v1__branch\">\n            <span class=\"novu-statistics-overview-v1__branch-line\" aria-hidden=\"true\"><\/span><br \/>\n            <span class=\"novu-statistics-overview-v1__branch-box\">Key Figures and Metrics (Indices, etc.)<\/span>\n          <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"novu-statistics-overview-v1__panel novu-statistics-overview-v1__panel--inferential\">\n<div class=\"novu-statistics-overview-v1__panel-header\">\n<div class=\"novu-statistics-overview-v1__panel-icon\" aria-hidden=\"true\">\n          <svg viewbox=\"0 0 24 24\">\n            <path d=\"M4 18L10 12L14 16L20 8\"><\/path>\n            <path d=\"M15 8H20V13\"><\/path>\n          <\/svg>\n        <\/div>\n<div class=\"novu-statistics-overview-v1__panel-heading\">\n<p>          <span class=\"novu-statistics-overview-v1__panel-label\"><br \/>\n  Inferential Methods<br \/>\n          <\/span><\/p>\n<div class=\"novu-statistics-overview-v1__panel-title\">\n  Final Statistics\n          <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-overview-v1__sequence\">\n<div class=\"novu-statistics-overview-v1__sequence-item\">\n  Probability Theory\n        <\/div>\n<div class=\"novu-statistics-overview-v1__sequence-arrow\" aria-hidden=\"true\">\n          <svg viewbox=\"0 0 24 24\">\n            <path d=\"M12 4V19\"><\/path>\n            <path d=\"M7 14L12 19L17 14\"><\/path>\n          <\/svg>\n        <\/div>\n<div class=\"novu-statistics-overview-v1__sequence-item\">\n  Estimation Methods\n        <\/div>\n<div class=\"novu-statistics-overview-v1__sequence-arrow\" aria-hidden=\"true\">\n          <svg viewbox=\"0 0 24 24\">\n            <path d=\"M12 4V19\"><\/path>\n            <path d=\"M7 14L12 19L17 14\"><\/path>\n          <\/svg>\n        <\/div>\n<div class=\"novu-statistics-overview-v1__sequence-item\">\n  Hypothesis testing\n        <\/div>\n<\/p><\/div>\n<\/article><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-ae32eaa novu-r15-reference-row e-flex e-con-boxed e-con e-parent\" data-id=\"ae32eaa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-d8eb956 e-con-full novu-r15-reference-copy e-flex e-con e-child\" data-id=\"d8eb956\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:200,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-582cffe elementor-widget elementor-widget-heading\" data-id=\"582cffe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Results that build trust.<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-0a2657e elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"0a2657e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h2 class=\"elementor-heading-title elementor-size-default\">What customers say about the statistical analysis by Novustat<\/h2>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-28376ed elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"28376ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p><strong>Testimonials<\/strong> and<strong> case studies<\/strong> show how customers experience NOVUSTAT&#8217;s <strong>statistical analyses<\/strong>. For more than <strong>ten years, our services have been backed by expert knowledge and <\/strong> <strong>proven<\/strong> in <strong>practice<\/strong>. <\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-6b5bb88 elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"6b5bb88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Certified reviews from projects.<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-93b3f8b e-con-full e-flex e-con e-child\" data-id=\"93b3f8b\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-02bcdb9 e-con-full e-flex e-con e-child\" data-id=\"02bcdb9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-0ce5304 elementor-absolute elementor-widget elementor-widget-image\" data-id=\"0ce5304\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a aria-label=\"Read NOVUSTAT reviews on Google\" href=\"https:\/\/www.google.com\/maps\/place\/Novustat+Statistik-Beratung\/@50.3367594,6.2267816,6z\/data=!4m6!3m5!1s0x479aacdaf7b374f1:0x48923c22e634bcb6!8m2!3d50.44971!4d11.5135722!16s%2Fg%2F11bc6zm4st?entry=tts&#038;g_ep=EgoyMDI2MDUxMy4wIPu8ASoASAFQAw%3D%3D&#038;skid=2b804acc-c024-4155-9df8-da510200cded\"><br \/>\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"234\" height=\"178\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Google.png\" class=\"attachment-full size-full wp-image-43717\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-45fd452 e-con-full e-flex e-con e-child\" data-id=\"45fd452\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-1bf1bb6 elementor-widget elementor-widget-image\" data-id=\"1bf1bb6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/de.trustpilot.com\/review\/novustat.com\"><br \/>\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"720\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Trustpilot_Novustat_ergebnis.webp\" class=\"attachment-full size-full wp-image-37959\" alt=\"NOVUSTAT&#039;s Trustpilot rating: 4.9 stars\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Trustpilot_Novustat_ergebnis.webp 720w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Trustpilot_Novustat_ergebnis-300x300.webp 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Trustpilot_Novustat_ergebnis-150x150.webp 150w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-6713773 e-con-full e-flex e-con e-child\" data-id=\"6713773\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-b86b433 elementor-absolute elementor-widget elementor-widget-image\" data-id=\"b86b433\" data-element_type=\"widget\" data-e-type=\"widget\" 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data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-25d10aa elementor-widget__width-inherit elementor-widget elementor-widget-html\" data-id=\"25d10aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div class=\"novu-wistia-lazy novu-wistia-intro\" data-wistia-id=\"eeue85bivf\" onclick=\"novuLoadWistiaVideo(this)\" style=\"position:relative;display:block;width:100%;height:auto;aspect-ratio:16\/9;overflow:hidden;border-radius:12px;background:#eef4f7;cursor:pointer;padding:0;line-height:0;\">\n<p>  <img src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/novustat-video-intro_ergebnis.webp\" alt=\"NOVUSTAT Client Spotlight Video Highlighting Collaboration on Statistical Projects\" loading=\"eager\" fetchpriority=\"high\" decoding=\"async\" style=\"position:absolute;inset:0;display:block;width:100%;height:100%;object-fit:cover;\"><\/p>\n<p>  <span aria-hidden=\"true\" style=\"position:absolute;left:50%;top:50%;z-index:50;width:92px;height:62px;transform:translate(-50%,-50%);border-radius:14px;background:rgba(86,174,212,.9);box-shadow:0 10px 28px rgba(0,0,0,.22);pointer-events:none;\"><br \/>\n    <span style=\"position:absolute;left:38px;top:18px;width:0;height:0;border-top:13px solid transparent;border-bottom:13px solid transparent;border-left:20px solid #ffffff;\"><br \/>\n    <\/span><br \/>\n  <\/span><\/p>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-4232266 e-flex e-con-boxed e-con e-parent\" data-id=\"4232266\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-ca0bb1b e-con-full e-flex e-con e-child\" data-id=\"ca0bb1b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:200,&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"elementor-element elementor-element-3085fb7 elementor-absolute elementor-widget elementor-widget-image\" data-id=\"3085fb7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1024x1024.webp\" class=\"attachment-large size-large wp-image-38057\" alt=\"Novustat Chart Quote\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1024x1024.webp 1024w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-300x300.webp 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-150x150.webp 150w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-768x768.webp 768w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1536x1536.webp 1536w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis.webp 2000w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<div class=\"elementor-element elementor-element-eb4459b elementor-absolute elementor-widget elementor-widget-html\" data-id=\"eb4459b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n<div class=\"novu-regina-badge\" aria-label=\"Regina Hollweck, Senior Statistikerin\">\n<div class=\"novu-regina-badge__logo\">\n    <img loading=\"lazy\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_N_Logo_Blau1_opti.webp\" alt=\"NOVUSTAT Logo\" width=\"160\" height=\"160\" loading=\"lazy\" decoding=\"async\">\n  <\/div>\n<div class=\"novu-regina-badge__content\">\n<h3>Regina Hollweck<\/h3>\n<p class=\"novu-regina-badge__role\">Senior statistician<\/p>\n<\/p><\/div>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-ebe8f7d elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-absolute elementor-widget elementor-widget-image\" data-id=\"ebe8f7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"903\" height=\"998\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Regina_Hollweck-1_opti.webp\" class=\"attachment-full size-full wp-image-41847\" alt=\"Regina Hollweck, Senior Statistician at NOVUSTAT, is the contact person for statistical consulting and a free initial assessment.\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Regina_Hollweck-1_opti.webp 903w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Regina_Hollweck-1_opti-271x300.webp 271w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Regina_Hollweck-1_opti-768x849.webp 768w\" sizes=\"auto, (max-width: 903px) 100vw, 903px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-1094d67 e-con-full novu-contact-cta-scope e-flex e-con e-child\" data-id=\"1094d67\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-fb61113 elementor-widget elementor-widget-heading\" data-id=\"fb61113\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Free Initial Assessment<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-bc7c377 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"bc7c377\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Do you need help with your statistical analysis?<\/h2>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-a133bc0 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"a133bc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"145\" data-end=\"431\">A statistical study or analysis typically combines several of these evaluation methods and tests. In other words, every survey analysis includes a descriptive component designed to characterize the data within the sample using statistics such as the mean. <\/p>\n<p data-start=\"433\" data-end=\"956\"><strong data-start=\"433\" data-end=\"841\">Please feel free to reach out to us for support, whether you need help with the entire analysis of your survey data or just part of the data analysis (such as interpreting the results). If you need help with statistical analysis or would like your interpretation of the results reviewed, our statisticians will be happy to assist you.   <\/strong><\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-23389d5 elementor-widget elementor-widget-html\" data-id=\"23389d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-hero-buttons-only\">\n<div class=\"novu-hero-buttons-row\">\n<p>    <a class=\"novu-hero-btn novu-hero-btn-request\" href=\"https:\/\/novustat.com\/en\/get-free-quote.html\"><br \/>\n      <span class=\"novu-hero-btn-inner\"><br \/>\n        <span class=\"novu-hero-icon\" aria-hidden=\"true\"><br \/>\n          <svg viewbox=\"0 0 24 24\">\n            <path d=\"M22 2 11 13\"><\/path>\n            <path d=\"M22 2 15 22 11 13 2 9 22 2z\"><\/path>\n          <\/svg><br \/>\n        <\/span><br \/>\n        <span class=\"novu-hero-btn-text\">Request a Non-Binding Quote<\/span><br \/>\n      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11111<\/a><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-1b11ee9 e-con-full e-flex e-con e-child\" data-id=\"1b11ee9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-7adf729 novu-us-flag-widget novu-flag-size-compact elementor-widget elementor-widget-image\" data-id=\"7adf729\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"tel:+18885233685\"><br \/>\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"469\" height=\"312\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/10\/novustat-united-states-flag.png\" class=\"attachment-full size-full wp-image-55081\" alt=\"United States\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/10\/novustat-united-states-flag.png 469w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/10\/novustat-united-states-flag-300x200.png 300w\" sizes=\"auto, (max-width: 469px) 100vw, 469px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<div class=\"elementor-element elementor-element-0bd2459 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"0bd2459\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\"><a href=\"tel:+18885233685\">+1 (888) 5233685<\/a><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-c4a4043 e-flex e-con-boxed e-con e-parent\" data-id=\"c4a4043\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-2ffb584 e-con-full e-flex e-con e-child\" data-id=\"2ffb584\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n<div class=\"elementor-element elementor-element-708dba6 elementor-widget elementor-widget-image\" data-id=\"708dba6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:300}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novustat_N_Logo_Weiss_Blau1.o.b.png\" title=\"Novustat_N_Logo_White_Blue1.o.b\" alt=\"Novustat_N_Logo_White_Blue1.o.b\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<div class=\"elementor-element elementor-element-5c30c03 elementor-absolute elementor-widget elementor-widget-image\" data-id=\"5c30c03\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"450\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/05\/Novustat_Background_1.png\" class=\"attachment-full size-full wp-image-35629\" alt=\"\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/05\/Novustat_Background_1.png 450w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/05\/Novustat_Background_1-300x300.png 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/05\/Novustat_Background_1-150x150.png 150w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-3dd2aad e-con-full e-flex e-con e-child\" data-id=\"3dd2aad\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:200}\">\n<div class=\"elementor-element elementor-element-48a96ab elementor-widget elementor-widget-html\" data-id=\"48a96ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-quality-heading\" class=\"novu-quality-heading\" aria-label=\"The Process of a Statistical Analysis\">\n<h2 class=\"novu-quality-heading__title\">\n    <strong>The process<\/strong> of a <strong>statistical analysis<\/strong><br \/>\n  <\/h2>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-781607c elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"781607c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p><strong>NOVUSTAT<\/strong> guides you from your initial <strong data-start=\"38\" data-end=\"49\">inquiry<\/strong> through to <strong data-start=\"58\" data-end=\"74\">the start of the project<\/strong> with <strong>clear<\/strong> and <strong>transparent processes<\/strong>. After reviewing your <strong data-start=\"133\" data-end=\"150\">inquiry<\/strong> and <strong data-start=\"155\" data-end=\"168\">the available data<\/strong>, you will receive a <strong>no-obligation quote<\/strong> and be matched with the right <strong data-start=\"230\" data-end=\"251\">statistics expert<\/strong> for your <strong data-start=\"261\" data-end=\"288\">statistical analysis<\/strong>. <\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-c6c5daf e-flex e-con-boxed e-con e-child\" data-id=\"c6c5daf\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-b0c03f7 elementor-align-left elementor-widget__width-inherit elementor-mobile-align-center elementor-hidden-mobile elementor-widget elementor-widget-button\" data-id=\"b0c03f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/novustat.com\/en\/get-free-quote.html\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-icon\"><br \/>\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-paper-plane\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M440 6.5L24 246.4c-34.4 19.9-31.1 70.8 5.7 85.9L144 379.6V464c0 46.4 59.2 65.5 86.6 28.6l43.8-59.1 111.9 46.2c5.9 2.4 12.1 3.6 18.3 3.6 8.2 0 16.3-2.1 23.6-6.2 12.8-7.2 21.6-20 23.9-34.5l59.4-387.2c6.1-40.1-36.9-68.8-71.5-48.9zM192 464v-64.6l36.6 15.1L192 464zm212.6-28.7l-153.8-63.5L391 169.5c10.7-15.5-9.5-33.5-23.7-21.2L155.8 332.6 48 288 464 48l-59.4 387.3z\"><\/path><\/svg>\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Request a quote now with no obligation<\/span><br \/>\n\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-2aaa601 e-flex e-con-boxed e-con e-parent\" data-id=\"2aaa601\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-46d46fb elementor-widget elementor-widget-html\" data-id=\"46d46fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-smartpls-order-v1\" class=\"novu-smartpls-order-v1\" aria-label=\"Ablauf einer statistischen Auswertung\">\n<div class=\"novu-smartpls-order-v1__line\" aria-hidden=\"true\"><\/div>\n<div class=\"novu-smartpls-order-v1__grid\">\n<article class=\"novu-smartpls-order-v1__card\">\n<div class=\"novu-smartpls-order-v1__step\" aria-hidden=\"true\">\n  01\n      <\/div>\n<div class=\"novu-smartpls-order-v1__icon\" aria-hidden=\"true\">\n        <svg viewbox=\"0 0 24 24\">\n          <path d=\"M4 5h16v11H8l-4 4V5Z\"><\/path>\n          <path d=\"M8 9h8\"><\/path>\n          <path d=\"M8 12h5\"><\/path>\n        <\/svg>\n      <\/div>\n<div class=\"novu-smartpls-order-v1__copy\">\n<h3>Send inquiry<\/h3>\n<p>Please briefly describe your project, your research question, and the type of support you are seeking. You are welcome to include a sample of your data or initial documents. <\/p>\n<\/p><\/div>\n<\/article>\n<article class=\"novu-smartpls-order-v1__card\">\n<div class=\"novu-smartpls-order-v1__step\" aria-hidden=\"true\">\n  02\n      <\/div>\n<div class=\"novu-smartpls-order-v1__icon\" aria-hidden=\"true\">\n        <svg viewbox=\"0 0 24 24\">\n          <path d=\"M6 3h9l3 3v15H6V3Z\"><\/path>\n          <path d=\"M15 3v4h4\"><\/path>\n          <path d=\"M9 11h6\"><\/path>\n          <path d=\"M9 15h6\"><\/path>\n        <\/svg>\n      <\/div>\n<div class=\"novu-smartpls-order-v1__copy\">\n<h3>Get a quote<\/h3>\n<p>We will then provide you with a transparent, no-obligation quote for the statistical analysis you desire and the scope of services required.<\/p>\n<\/p><\/div>\n<\/article>\n<article class=\"novu-smartpls-order-v1__card\">\n<div class=\"novu-smartpls-order-v1__step\" aria-hidden=\"true\">\n  03\n      <\/div>\n<div class=\"novu-smartpls-order-v1__icon\" aria-hidden=\"true\">\n        <svg viewbox=\"0 0 24 24\">\n          <path d=\"M7 3h10v18H7V3Z\"><\/path>\n          <path d=\"M10 8h4\"><\/path>\n          <path d=\"M10 12h4\"><\/path>\n          <path d=\"M9 17h6\"><\/path>\n          <path d=\"M4 7h3\"><\/path>\n          <path d=\"M17 7h3\"><\/path>\n        <\/svg>\n      <\/div>\n<div class=\"novu-smartpls-order-v1__copy\">\n<h3>Assignment<\/h3>\n<p>Once you accept the proposal, you will receive the invoice. At the same time, we will assign you the right statistics expert for your specific question and data set. <\/p>\n<\/p><\/div>\n<\/article>\n<article class=\"novu-smartpls-order-v1__card novu-smartpls-order-v1__card--accent\">\n<div class=\"novu-smartpls-order-v1__step\" aria-hidden=\"true\">\n  04\n      <\/div>\n<div class=\"novu-smartpls-order-v1__icon\" aria-hidden=\"true\">\n        <svg viewbox=\"0 0 24 24\">\n          <circle cx=\"12\" cy=\"12\" r=\"8\"><\/circle>\n          <path d=\"M12 8v4l3 2\"><\/path>\n          <path d=\"M8.5 3.8 6.8 2\"><\/path>\n          <path d=\"M15.5 3.8 17.2 2\"><\/path>\n        <\/svg>\n      <\/div>\n<div class=\"novu-smartpls-order-v1__copy\">\n<h3>Project Launch<\/h3>\n<p>After a brief orientation, the statistician will schedule an initial consultation with you. The professional analysis of your data will then begin. <\/p>\n<\/p><\/div>\n<\/article><\/div>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-1205172 elementor-align-left elementor-widget__width-inherit elementor-mobile-align-center elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-button\" data-id=\"1205172\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/novustat.com\/en\/get-free-quote.html\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-icon\"><br \/>\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-paper-plane\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M440 6.5L24 246.4c-34.4 19.9-31.1 70.8 5.7 85.9L144 379.6V464c0 46.4 59.2 65.5 86.6 28.6l43.8-59.1 111.9 46.2c5.9 2.4 12.1 3.6 18.3 3.6 8.2 0 16.3-2.1 23.6-6.2 12.8-7.2 21.6-20 23.9-34.5l59.4-387.2c6.1-40.1-36.9-68.8-71.5-48.9zM192 464v-64.6l36.6 15.1L192 464zm212.6-28.7l-153.8-63.5L391 169.5c10.7-15.5-9.5-33.5-23.7-21.2L155.8 332.6 48 288 464 48l-59.4 387.3z\"><\/path><\/svg>\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Request a quote now with no obligation<\/span><br \/>\n\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-1dc0c6f e-flex e-con-boxed e-con e-parent\" data-id=\"1dc0c6f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-664d7d6 elementor-widget elementor-widget-image\" data-id=\"664d7d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:300}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/05\/Novustat_Logo_Blau1.png\" title=\"Novustat_Logo_Blue1\" alt=\"Novustat_Logo_Blue1\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<div class=\"elementor-element elementor-element-f973ea6 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"f973ea6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h2 class=\"elementor-heading-title elementor-size-default\">How Novustat supports you<span style=\"background-color: transparent\"><\/span><\/h2>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-e52e253 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e52e253\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p><strong>NOVUSTAT provides you with personalized and professional support for your statistical analysis\u2014from defining the research question to providing a clear interpretation of the results.<\/strong><\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-22fded0 e-con-full e-flex e-con e-child\" data-id=\"22fded0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-e3184d9 e-con-full e-flex e-con e-child\" data-id=\"e3184d9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-c9b59eb elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"c9b59eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p>Novustat is happy <strong>to<\/strong> help you <strong>refine<\/strong> your <strong>research question<\/strong> and analyze the <strong>data from your questionnaire<\/strong> using the appropriate <strong>statistical methods<\/strong>. You can choose to use our statistical consulting services to conduct your own analysis or <strong>leave the entire analysis to<\/strong> us. <\/p>\n<p>Whether it\u2019s a <strong>research project at your company<\/strong> or an academic endeavor\u2014such as <strong>a bachelor\u2019s or master\u2019s thesis<\/strong> \u2014we focus on the details. We don\u2019t stop at descriptive aspects like the <strong>mean<\/strong>; instead, we delve deeply into your analysis to identify interesting metrics such as <strong>correlations and influencing factors<\/strong>. <\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-e8f02ed elementor-align-center elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"e8f02ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/novustat.com\/en\/about-novustat.html\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-icon\"><br \/>\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn more about the benefits of NOVUSTAT<\/span><br \/>\n\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-bd1b5d7 e-con-full e-flex e-con e-child\" data-id=\"bd1b5d7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-ed6f443 elementor-widget__width-inherit elementor-widget-mobile__width-initial elementor-widget elementor-widget-html\" data-id=\"ed6f443\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<style>\n  \/* Desktop und Tablet: gro\u00dfes, scharfes Thumbnail *\/\n  @media (min-width: 768px) {\n    .novu-why-video-thumbnail {\n      content: url(\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/thumbnail-5_opti.webp\") !important;\n    }\n  }<\/p>\n<p>  \/* Mobile: garantiert das kleine Thumbnail *\/\n  @media (max-width: 767px) {\n    .novu-why-video-thumbnail {\n      content: url(\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/thumbnail-5_opti_mobile.webp\") !important;\n    }<\/p>\n<p>    .novu-video-play-button {\n      width: 62px !important;\n      height: 46px !important;\n    }\n  }\n<\/style>\n<div class=\"novu-why-video-wrap\" style=\"  width:100%; max-width:540px; margin:0 auto; text-align:center;  \">\n<div class=\"novu-wistia-mobile-fix novu-wistia-lazy novu-wistia-why\" data-wistia-id=\"exulkd7twu\" onclick=\"novuLoadWistiaVideo(this)\" role=\"button\" tabindex=\"0\" aria-label=\"NOVUSTAT Video abspielen\" onkeydown=\"if(event.key==='Enter' || event.key===' '){event.preventDefault();novuLoadWistiaVideo(this);}\" style=\"  position:relative; display:block; width:100%; max-width:540px; height:auto; aspect-ratio:16\/9; overflow:hidden; border-radius:12px; background:#eef4f7; cursor:pointer; margin:0 auto; padding:0; line-height:0; box-sizing:border-box;  \">\n<p>    <img fetchpriority=\"high\" class=\"novu-why-video-thumbnail\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/thumbnail-5_opti_mobile.webp\" alt=\"NOVUSTAT Video on Statistical Expertise, Personal Support, and Methodological Responsibility\" width=\"371\" height=\"209\" loading=\"eager\" fetchpriority=\"high\" decoding=\"async\" style=\"  position:absolute; inset:0; display:block; width:100%; height:100%; object-fit:cover; object-position:center center; margin:0; padding:0; border:0;  \"><\/p>\n<div class=\"novu-video-play-button\" aria-hidden=\"true\" style=\"  position:absolute; top:50%; left:50%; z-index:50; transform:translate(-50%,-50%); width:72px; height:52px; border-radius:8px; background:#6ab1d0; display:flex; align-items:center; justify-content:center; box-shadow:0 8px 22px rgba(0,0,0,0.18); pointer-events:none; box-sizing:border-box;  \">\n<div style=\"  width:0; height:0; border-top:11px solid transparent; border-bottom:11px solid transparent; border-left:17px solid #ffffff; margin-left:4px;  \"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-5ada36b e-con-full e-flex e-con e-child\" data-id=\"5ada36b\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"elementor-element elementor-element-0c5fda9 e-con-full e-flex e-con e-child\" data-id=\"0c5fda9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-0e04835 elementor-widget elementor-widget-image\" data-id=\"0e04835\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/de.trustpilot.com\/review\/novustat.com\"><br \/>\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"720\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Trustpilot_Novustat_ergebnis.webp\" class=\"attachment-full size-full wp-image-37959\" alt=\"NOVUSTAT&#039;s Trustpilot rating: 4.9 stars\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Trustpilot_Novustat_ergebnis.webp 720w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Trustpilot_Novustat_ergebnis-300x300.webp 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Trustpilot_Novustat_ergebnis-150x150.webp 150w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-5285953 e-con-full e-flex e-con e-child\" data-id=\"5285953\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-6f7ae52 elementor-widget elementor-widget-image\" data-id=\"6f7ae52\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a aria-label=\"Read NOVUSTAT reviews on Google\" href=\"https:\/\/www.google.com\/maps\/place\/Novustat+Statistik-Beratung\/@50.3367594,6.2267816,6z\/data=!4m6!3m5!1s0x479aacdaf7b374f1:0x48923c22e634bcb6!8m2!3d50.44971!4d11.5135722!16s%2Fg%2F11bc6zm4st?entry=tts&#038;g_ep=EgoyMDI2MDUxMy4wIPu8ASoASAFQAw%3D%3D&#038;skid=2b804acc-c024-4155-9df8-da510200cded\"><br \/>\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"420\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_BesterService_Google_opti.webp\" class=\"attachment-full size-full wp-image-43751\" alt=\"\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_BesterService_Google_opti.webp 420w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_BesterService_Google_opti-300x300.webp 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_BesterService_Google_opti-150x150.webp 150w\" sizes=\"auto, (max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-7f023eb e-con-full e-flex e-con e-child\" data-id=\"7f023eb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-7a4f957 elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-html\" data-id=\"7a4f957\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!-- ProvenExpert Bewertungssiegel --><br \/>\n<a aria-label=\"Read NOVUSTAT reviews on ProvenExpert\" href=\"https:\/\/www.provenexpert.com\/de-de\/novustat-statistik-beratung\/\" title=\"Customer reviews & experiences with Novustat Statistical Consulting. View more information.\" target=\"_blank\" style=\"text-decoration:none;transition:none;\" rel=\"noopener noreferrer\"><picture class=\"novu-responsive-provenexpert\"><source media=\"(max-width:899px)\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Provenexpert_mobile_75x57-3_opti-e1784184772653.webp\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/images.provenexpert.com\/1e\/6b\/1783f06ab6922373cefb4d66192a\/widget_portrait_110_de_0.png\" alt=\"Experiences & Reviews of Novustat Statistical Consulting\" width=\"85\" height=\"100\" style=\"border:0\"><\/picture><\/a><br \/>\n<!-- ProvenExpert Bewertungssiegel -->\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-b24d50f e-con-full e-flex e-con e-child\" data-id=\"b24d50f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-a809e68 elementor-widget elementor-widget-html\" data-id=\"a809e68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-statistics-benefits-wide\" class=\"novu-statistics-benefits-wide\" aria-label=\"Vorteile der statistischen Auswertung mit NOVUSTAT\">\n<div class=\"novu-statistics-benefits-wide__intro\">\n<div class=\"novu-statistics-benefits-wide__heading-row\">\n<p>      <span class=\"novu-statistics-benefits-wide__heading-line\" aria-hidden=\"true\"><\/span><\/p>\n<h3 class=\"novu-statistics-benefits-wide__headline\">\n  Your <span>benefits<\/span> with <span>NOVUSTAT<\/span><br \/>\n      <\/h3>\n<\/p><\/div>\n<p class=\"novu-statistics-benefits-wide__intro-text\">\n  Incorrectly analyzed data can in no way cause more harm than good. Everyone should be aware of this. For example, NOVUSTAT's processing offers the following advantages:\n    <\/p>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__grid\">\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Time and Cost Savings\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  You'll save yourself the time and expense of learning the methodology and how to use statistical tools.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Questionnaire and Research Questions\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  Assistance in designing your questionnaire and refining your research questions.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Survey and Data Collection\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  Conducting the survey for your bachelor's or <a href=\"https:\/\/novustat.com\/auswertung-hilfe\/statistische-beratung-studenten\/statistik-hilfe-masterarbeit.html\">master's thesis<\/a> and entering the data into spreadsheets.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Selection of questionnaires and sample\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  Assistance in selecting questionnaires, sample sizes, and appropriate methods for investigating your research question.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Professional Data Analysis\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  Professional execution or support throughout your statistical analysis.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Testing and interpretation of results\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  Review of the statistical analysis of your data and proofreading of the interpretation of the results.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Appropriate Analysis Method\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  Choosing the right analysis method based on your research question as well as the form, distribution, and independence of your dataset.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Statistical Software and Modern Methods\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  Expert implementation of data analysis using statistical software such as SPSS, R, Excel, SAS, and Stata, as well as modern techniques, methods, and tests.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Complete evaluation documents\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  Once the statistical analysis is complete, you will receive all data and values in full in tabular form, including syntax and code files, a processed dataset, and results files\u2014without any branding.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Methodological Knowledge and Examples\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  Providing methodological background knowledge and insightful examples as part of <a href=\"https:\/\/novustat.com\/en\/who-we-help.html\">statistics tutoring<\/a>.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Clear and Concise Tables\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  Creating clear and informative tables for the presentation of your bachelor's or master's thesis.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-statistics-benefits-wide__item\">\n<div class=\"novu-statistics-benefits-wide__check\" aria-hidden=\"true\">\u2713<\/div>\n<div class=\"novu-statistics-benefits-wide__content\">\n<div class=\"novu-statistics-benefits-wide__title\">\n  Detailed debriefing\n        <\/div>\n<div class=\"novu-statistics-benefits-wide__text\">\n  A detailed follow-up discussion with your statistician to explain the procedures and methods used.\n        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-3ce35df novu-r15-portrait-row novu-r16-founder-quote-row e-flex e-con-boxed e-con e-parent\" data-id=\"3ce35df\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-fb86e54 e-con-full elementor-hidden-mobile novu-r15-portrait-col novu-r15-founder-col e-flex e-con e-child\" data-id=\"fb86e54\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n<div class=\"elementor-element elementor-element-bb8e65c elementor-absolute novu-r15-founder-label elementor-widget elementor-widget-html\" data-id=\"bb8e65c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n<div class=\"novu-founder-badge\" aria-label=\"Dr. Robert Gr\u00fcnwald, CEO und Founder der NOVUSTAT GmbH\">\n<div class=\"novu-founder-badge__logo\">\n    <img loading=\"lazy\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/Novustat_N_Logo_Blau1_opti.webp\" alt=\"NOVUSTAT Logo\" width=\"160\" height=\"160\" loading=\"lazy\" decoding=\"async\">\n  <\/div>\n<div class=\"novu-founder-badge__content\">\n<h3>Dr. Robert Gr\u00fcnwald<\/h3>\n<p class=\"novu-founder-badge__role\">\n      <strong>CEO & Founder<\/strong><br \/>\n      <span class=\"novu-founder-badge__separator\" aria-hidden=\"true\">\u00b7<\/span><br \/>\n      <span>NOVUSTAT GmbH<\/span>\n    <\/p>\n<\/p><\/div>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-957e2d1 novu-r15-founder-photo elementor-widget elementor-widget-image\" data-id=\"957e2d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"1400\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/036_08_06_Dr.Robert-Gruenwald-Novustat-800-x-1400-px_opti.webp\" class=\"attachment-full size-full wp-image-43224\" alt=\"Profile of Dr. Robert Gr\u00fcnwald, CEO and Founder of NOVUSTAT\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/036_08_06_Dr.Robert-Gruenwald-Novustat-800-x-1400-px_opti.webp 800w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/036_08_06_Dr.Robert-Gruenwald-Novustat-800-x-1400-px_opti-171x300.webp 171w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/036_08_06_Dr.Robert-Gruenwald-Novustat-800-x-1400-px_opti-585x1024.webp 585w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/07\/036_08_06_Dr.Robert-Gruenwald-Novustat-800-x-1400-px_opti-768x1344.webp 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-bc5d6af e-con-full novu-r16-quote-card e-flex e-con e-child\" data-id=\"bc5d6af\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:200,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-9cec096 elementor-absolute novu-r16-decoration novu-r16-decoration-bottom elementor-widget elementor-widget-image\" data-id=\"9cec096\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1024x1024.webp\" class=\"attachment-large size-large wp-image-38057\" alt=\"Novustat Chart Quote\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1024x1024.webp 1024w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-300x300.webp 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-150x150.webp 150w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-768x768.webp 768w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1536x1536.webp 1536w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis.webp 2000w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<div class=\"elementor-element elementor-element-6a5e375 elementor-absolute novu-r16-decoration novu-r16-decoration-top elementor-widget elementor-widget-image\" data-id=\"6a5e375\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1024x1024.webp\" class=\"attachment-large size-large wp-image-38057\" alt=\"Novustat Chart Quote\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1024x1024.webp 1024w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-300x300.webp 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-150x150.webp 150w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-768x768.webp 768w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis-1536x1536.webp 1536w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/NOVUSTAT_Logos-3_ergebnis.webp 2000w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<div class=\"elementor-element elementor-element-abbc3ac elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"abbc3ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Statistical analyses for science and business<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-e8f3cb9 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e8f3cb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"qMYqUG_convSearchResultHighlightRoot\">\n<div class=\"\" data-turn-id-container=\"request-WEB:e3c238df-6122-4f77-8864-3af6f0378a7f-26\" data-is-intersecting=\"true\">\n<section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:e3c238df-6122-4f77-8864-3af6f0378a7f-26\" data-turn-id-container=\"request-WEB:e3c238df-6122-4f77-8864-3af6f0378a7f-26\" data-testid=\"conversation-turn-54\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\">\n<div class=\"flex max-w-full flex-col gap-4 grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"3069f93e-ffa7-453f-b1e9-c5799690528a\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-6-thinking\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden\">\n<div class=\"markdown prose dark:prose-invert wrap-break-word w-full dark markdown-new-styling\">\n<p>Not only scientific research benefits from statistical evaluations, but also the private sector, for example the HR department with <a href=\"https:\/\/novustat.com\/statistik-blog\/auswertung-mitarbeiterbefragung-die-11-besten-tipps.html\">employee survey evaluation<\/a> in SPSS or marketing by creating buyer profiles using <a href=\"https:\/\/novustat.com\/en?page_id=8\">data mining<\/a>. Methodological accuracy with regard to the procedures is of fundamental importance for the statistical analysis of empirical data from questionnaires; the usefulness of the result (as well as the reputation of the person responsible) depends directly on it. <\/p>\n<p><strong>If you need support with a statistical analysis or proofreading of your interpretation of the data, our statisticians will be happy to help you. Simply use our <a href=\"https:\/\/novustat.com\/en\/get-free-quote.html\">contact form<\/a> for a non-binding offer or give <a href=\"tel:+4921199346512\">us<\/a> a call. <\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-399853a e-flex e-con-boxed e-con e-parent\" data-id=\"399853a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-e255b19 e-con-full e-flex e-con e-child\" data-id=\"e255b19\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-1589254 elementor-widget elementor-widget-heading\" data-id=\"1589254\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Statistical support during college<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-401abe3 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"401abe3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h2 class=\"elementor-heading-title elementor-size-default\">What statistical methods does Novustat use?<\/h2>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-83e4015 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"83e4015\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p><strong>Specialized tools<\/strong> support the diverse and sometimes <strong>complex analyses<\/strong>. The selection of the appropriate <strong>statistical tool<\/strong> depends on the <strong>method<\/strong> to be used and the <strong>amount of data<\/strong>, since not every tool supports every statistical method or data volume. For example, we are proficient in the following analyses:  <\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-5f470e6 elementor-widget elementor-widget-html\" data-id=\"5f470e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-software-linkcards-final\" class=\"novu-software-linkcards-final\" aria-label=\"Statistische Auswertungen nach Software\">\n<div class=\"novu-software-linkcards-final__card novu-software-linkcards-final__card--01\">\n<div class=\"novu-software-linkcards-final__icon\" aria-hidden=\"true\">\n      <svg viewbox=\"0 0 24 24\">\n        <path d=\"M5 20V12\"><\/path>\n        <path d=\"M10 20V8\"><\/path>\n        <path d=\"M15 20V4\"><\/path>\n        <path d=\"M20 20V10\"><\/path>\n      <\/svg>\n    <\/div>\n<div class=\"novu-software-linkcards-final__content\">\n<div class=\"novu-software-linkcards-final__title\">\n        <a href=\"https:\/\/novustat.com\/en\/data-analysis\/spss-analysis.html\">SPSS Analysis<\/a>\n      <\/div>\n<div class=\"novu-software-linkcards-final__addition\">\n  including add-ons such as<br \/>\n <a href=\"https:\/\/novustat.com\/?page_id=278\">       AMOS Statistics<\/a>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-software-linkcards-final__card novu-software-linkcards-final__card--02\">\n<div class=\"novu-software-linkcards-final__icon\" aria-hidden=\"true\">\n      <svg viewbox=\"0 0 24 24\">\n        <rect x=\"4\" y=\"4\" width=\"16\" height=\"16\" rx=\"2\"><\/rect>\n        <path d=\"M4 9h16\"><\/path>\n        <path d=\"M9 4v16\"><\/path>\n        <path d=\"M9 14h11\"><\/path>\n      <\/svg>\n    <\/div>\n<div class=\"novu-software-linkcards-final__content\">\n<div class=\"novu-software-linkcards-final__title\">\n        <a href=\"\/statistik-blog\/statistik-mit-excel-aussagekraeftige-analysen.html\">Statistics with Excel<\/a>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-software-linkcards-final__card novu-software-linkcards-final__card--03\">\n<div class=\"novu-software-linkcards-final__icon\" aria-hidden=\"true\">\n      <svg viewbox=\"0 0 24 24\">\n        <path d=\"M6 4h7a5 5 0 0 1 0 10H6z\"><\/path>\n        <path d=\"M13 14l5 6\"><\/path>\n        <path d=\"M6 9h7\"><\/path>\n      <\/svg>\n    <\/div>\n<div class=\"novu-software-linkcards-final__content\">\n<div class=\"novu-software-linkcards-final__title\">\n        <a href=\"https:\/\/novustat.com\/statistik-glossar\/r-statistikprogramm.html\">R Statistics<\/a>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-software-linkcards-final__card novu-software-linkcards-final__card--04\">\n<div class=\"novu-software-linkcards-final__icon\" aria-hidden=\"true\">\n      <svg viewbox=\"0 0 24 24\">\n        <path d=\"M5 20V12\"><\/path>\n        <path d=\"M10 20V8\"><\/path>\n        <path d=\"M15 20V4\"><\/path>\n        <path d=\"M20 20V10\"><\/path>\n        <path d=\"M4 20h17\"><\/path>\n      <\/svg>\n    <\/div>\n<div class=\"novu-software-linkcards-final__content\">\n<div class=\"novu-software-linkcards-final__title\">\n        <a href=\"https:\/\/novustat.com\/datenauswertung\/datenanalyse-mit-stata.html\">Stata Analysis<\/a>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-software-linkcards-final__card novu-software-linkcards-final__card--05\">\n<div class=\"novu-software-linkcards-final__icon\" aria-hidden=\"true\">\n      <svg viewbox=\"0 0 24 24\">\n        <circle cx=\"6\" cy=\"12\" r=\"2\"><\/circle>\n        <circle cx=\"12\" cy=\"6\" r=\"2\"><\/circle>\n        <circle cx=\"18\" cy=\"12\" r=\"2\"><\/circle>\n        <circle cx=\"12\" cy=\"18\" r=\"2\"><\/circle>\n        <path d=\"M7.5 10.5 10.5 7.5\"><\/path>\n        <path d=\"M13.5 7.5 16.5 10.5\"><\/path>\n        <path d=\"M16.5 13.5 13.5 16.5\"><\/path>\n        <path d=\"M10.5 16.5 7.5 13.5\"><\/path>\n      <\/svg>\n    <\/div>\n<div class=\"novu-software-linkcards-final__content\">\n<div class=\"novu-software-linkcards-final__title\">\n        <a href=\"https:\/\/novustat.com\/datenauswertung\/smartpls-auswertung.html\">SmartPLS Analysis<\/a>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"novu-software-linkcards-final__card novu-software-linkcards-final__card--06\">\n<div class=\"novu-software-linkcards-final__icon\" aria-hidden=\"true\">\n      <svg viewbox=\"0 0 24 24\">\n        <path d=\"M4 6h6l2 2h8v11H4z\"><\/path>\n        <path d=\"M8 12h8\"><\/path>\n        <path d=\"M8 15h5\"><\/path>\n      <\/svg>\n    <\/div>\n<div class=\"novu-software-linkcards-final__content\">\n<div class=\"novu-software-linkcards-final__title\">\n        <a href=\"https:\/\/novustat.com\/datenauswertung\/maxqda-auswertung.html\">MaxQDA Analysis<\/a>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div><\/div>\n<div class=\"elementor-element elementor-element-1c9d425 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"1c9d425\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p>For projects focused on R, Novustat can also handle the entire <a id=\"https:\/\/novustat.com\/datenauswertung\/r-auswerten-lassen.html\" href=\"https:\/\/novustat.com\/datenauswertung\/r-auswerten-lassen.html\" type=\"link\">R analysis<\/a>, including data preparation, modeling, and interpretation.<\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-edea61d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"edea61d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p>Data analysis is carried out in several steps. Each step requires its own statistical methods. <\/p>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-3b3cea3 elementor-widget elementor-widget-html\" data-id=\"3b3cea3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-statistics-process-accordion\" class=\"novu-statistics-process-accordion\" aria-label=\"Schritte einer statistischen Auswertung\">\n<details class=\"novu-statistics-process-accordion__item\" open=\"\">\n<summary class=\"novu-statistics-process-accordion__summary\">\n<p>      <span class=\"novu-statistics-process-accordion__number\" aria-hidden=\"true\"><br \/>\n  01<br \/>\n      <\/span><\/p>\n<h3 class=\"novu-statistics-process-accordion__title\">\n  Data Cleaning<br \/>\n      <\/h3>\n<p>      <span class=\"novu-statistics-process-accordion__toggle\" aria-hidden=\"true\"><\/span><\/p>\n<\/summary>\n<div class=\"novu-statistics-process-accordion__content\">\n<p>\n  It must be determined, for example, how completely a questionnaire must be filled out in order to contain sufficient information for a subsequent analysis that is intended to have a certain degree of validity. Incomplete data records are removed first. A plausibility check must also be performed to identify joke responses or inconsistent data records. Data cleaning ensures the efficiency of the experiment and the quality of the data collected.\n      <\/p>\n<\/p><\/div>\n<\/details>\n<details class=\"novu-statistics-process-accordion__item\">\n<summary class=\"novu-statistics-process-accordion__summary\">\n<p>      <span class=\"novu-statistics-process-accordion__number\" aria-hidden=\"true\"><br \/>\n  02<br \/>\n      <\/span><\/p>\n<h3 class=\"novu-statistics-process-accordion__title\">\n  Descriptive Statistics<br \/>\n      <\/h3>\n<p>      <span class=\"novu-statistics-process-accordion__toggle\" aria-hidden=\"true\"><\/span><\/p>\n<\/summary>\n<div class=\"novu-statistics-process-accordion__content\">\n<p>\n  Descriptive statistics provide an initial overview of the data, such as the mean, standard deviation, and smoothed curves. Even if the core of your work involves more sophisticated analyses, descriptive statistics are a must.\n      <\/p>\n<\/p><\/div>\n<\/details>\n<details class=\"novu-statistics-process-accordion__item\">\n<summary class=\"novu-statistics-process-accordion__summary\">\n<p>      <span class=\"novu-statistics-process-accordion__number\" aria-hidden=\"true\"><br \/>\n  03<br \/>\n      <\/span><\/p>\n<h3 class=\"novu-statistics-process-accordion__title\">\n  Selection of the statistical analysis method<br \/>\n      <\/h3>\n<p>      <span class=\"novu-statistics-process-accordion__toggle\" aria-hidden=\"true\"><\/span><\/p>\n<\/summary>\n<div class=\"novu-statistics-process-accordion__content\">\n<p>\n  Very few studies are content with a purely descriptive analysis. Depending on the research question (and the type of data), the statistician then selects the appropriate statistical method: For example, should two samples be compared? Is it hypothesized that one variable correlates with another? Is the trend in a data series being determined?\n      <\/p>\n<\/p><\/div>\n<\/details>\n<details class=\"novu-statistics-process-accordion__item\">\n<summary class=\"novu-statistics-process-accordion__summary\">\n<p>      <span class=\"novu-statistics-process-accordion__number\" aria-hidden=\"true\"><br \/>\n  04<br \/>\n      <\/span><\/p>\n<h3 class=\"novu-statistics-process-accordion__title\">\n  Checking Prerequisites<br \/>\n      <\/h3>\n<p>      <span class=\"novu-statistics-process-accordion__toggle\" aria-hidden=\"true\"><\/span><\/p>\n<\/summary>\n<div class=\"novu-statistics-process-accordion__content\">\n<p>\n  Most statistical analysis methods assume certain properties of the data, such as data type, a Gaussian distribution (normal distribution), or that two samples have the same variance. Statisticians first check these assumptions, which in turn requires specific statistical methods and procedures. If this assumption check is neglected, the statistical analysis will yield invalid results, the invalidity of which may not necessarily be detected even by a significance test.\n      <\/p>\n<\/p><\/div>\n<\/details>\n<details class=\"novu-statistics-process-accordion__item\">\n<summary class=\"novu-statistics-process-accordion__summary\">\n<p>      <span class=\"novu-statistics-process-accordion__number\" aria-hidden=\"true\"><br \/>\n  05<br \/>\n      <\/span><\/p>\n<h3 class=\"novu-statistics-process-accordion__title\">\n  Statistical Analyses<br \/>\n      <\/h3>\n<p>      <span class=\"novu-statistics-process-accordion__toggle\" aria-hidden=\"true\"><\/span><\/p>\n<\/summary>\n<div class=\"novu-statistics-process-accordion__content\">\n<p>\n  Only after the prerequisites have been checked should further analyses be conducted. The primary goal of statistical analysis is to answer the research questions. This involves identifying similarities and differences between various samples, as well as correlations between variables or trends in data series.\n      <\/p>\n<\/p><\/div>\n<\/details>\n<details class=\"novu-statistics-process-accordion__item\">\n<summary class=\"novu-statistics-process-accordion__summary\">\n<p>      <span class=\"novu-statistics-process-accordion__number\" aria-hidden=\"true\"><br \/>\n  06<br \/>\n      <\/span><\/p>\n<h3 class=\"novu-statistics-process-accordion__title\">\n  Significance Analysis<br \/>\n      <\/h3>\n<p>      <span class=\"novu-statistics-process-accordion__toggle\" aria-hidden=\"true\"><\/span><\/p>\n<\/summary>\n<div class=\"novu-statistics-process-accordion__content\">\n<p>\n  However, the statistical analysis of the data is not yet complete. The differences, correlations, and trends identified may be more or less significant. In the worst case, they may have arisen purely by chance\u2014for example, because the values are widely scattered to begin with. The actual reliability of a statistical conclusion can also be determined statistically. There are specific methods for this that measure the percentage of certainty with which a conclusion can be considered reliable. Especially in scientific work, specifying statistical significance is an absolute must.\n      <\/p>\n<\/p><\/div>\n<\/details>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-1d68e5a novu-r26-logo-copy e-flex e-con-boxed e-con e-parent\" data-id=\"1d68e5a\" data-element_type=\"container\" data-e-type=\"container\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-d614c70 e-con-full e-flex e-con e-child\" data-id=\"d614c70\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n<div class=\"elementor-element elementor-element-8ddb4e9 elementor-widget elementor-widget-image\" data-id=\"8ddb4e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:300}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/Novustat_N_Logo_Blau3_ergebnis.webp\" title=\"novustat-n-logo-blue.png\" alt=\"NOVUSTAT N-Logo als grafisches Markenelement\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<div class=\"elementor-element elementor-element-39f7963 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"39f7963\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Choice of statistical methods and our services<\/h2>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-f1a329c elementor-absolute elementor-widget elementor-widget-image\" data-id=\"f1a329c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;,&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"450\" src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/05\/Novustat_Background_1.png\" class=\"attachment-full size-full wp-image-35629\" alt=\"\" srcset=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/05\/Novustat_Background_1.png 450w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/05\/Novustat_Background_1-300x300.png 300w, https:\/\/novustat.com\/wp-content\/uploads\/2026\/05\/Novustat_Background_1-150x150.png 150w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-c90f9d3 e-con-full novu-r26-blue-copy e-flex e-con e-child\" data-id=\"c90f9d3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:200,&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-e1a34ee elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e1a34ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n<p>To ensure you can <strong>reliably analyze<\/strong> your <strong>data<\/strong>, we\u2019ll develop a comprehensive <strong>analysis plan<\/strong> you can count on. For each dataset and research question, we\u2019ll select the <strong>optimal statistical method<\/strong> and the <strong>appropriate tool<\/strong>, verify the method\u2019s prerequisites, and assess the significance of the results. You can count on us.  <\/p>\n<p><strong>If you need assistance with various statistical methods, our statisticians will be happy to help you.<\/strong><\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f648c9d novu-r26-final-section elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f648c9d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-background-overlay\"><\/div>\n<div class=\"elementor-container elementor-column-gap-default\">\n<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f955ac3 novu-r26-final-cta\" data-id=\"f955ac3\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-ed6116e elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"ed6116e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Get started with your professional statistical analysis at NOVUSTAT.<\/h2>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-9c5076a elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"9c5076a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">You will receive a non-binding quote shortly.<\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-352dc5f elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"352dc5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-heading-title elementor-size-default\">Methodologically sound. With personalized support. Handled confidentially.  <\/div>\n<\/p><\/div>\n<div class=\"elementor-element elementor-element-ac9a2e9 elementor-widget elementor-widget-html\" data-id=\"ac9a2e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n<div id=\"novu-hero-buttons-only\">\n<div class=\"novu-hero-buttons-row\">\n<p>    <a class=\"novu-hero-btn novu-hero-btn-request\" href=\"https:\/\/novustat.com\/en\/get-free-quote.html\"><br \/>\n      <span class=\"novu-hero-btn-inner\"><br \/>\n        <span class=\"novu-hero-icon\" aria-hidden=\"true\"><br \/>\n          <svg viewbox=\"0 0 24 24\">\n            <path d=\"M22 2 11 13\"><\/path>\n            <path d=\"M22 2 15 22 11 13 2 9 22 2z\"><\/path>\n          <\/svg><br \/>\n        <\/span><br \/>\n        <span class=\"novu-hero-btn-text\">Request a Non-Binding Quote<\/span><br \/>\n      <\/span><br \/>\n    <\/a><\/p>\n<p>    <a class=\"novu-hero-btn novu-hero-btn-mail\" 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src=\"https:\/\/novustat.com\/wp-content\/uploads\/2026\/06\/DSGVO-konform-Badge-NOVUSTAT_ergebnis-e1781089815189.webp\" class=\"attachment-full size-full wp-image-37907\" alt=\"GDPR-compliant trust element on the NOVUSTAT website\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Statistical Analyses with Experts Statistical Analysis by Experienced Experts NOVUSTAT supports you in your statistical analysis. Benefit from professional statistical analysis with SPSS and other programs for your project. Our expert team of over 80 statisticians is well versed in the use of data analysis methods of all kinds and can provide you with competent [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":15172,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_uag_custom_page_level_css":"","footnotes":""},"class_list":["post-15214","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Statistical analysis - We help | NOVUSTAT\u00ae Consulting<\/title>\n<meta name=\"description\" content=\"Statistical Analysis - We Can Help with Your Statistics! \u2714 SPSS, R &amp; Stata \u2714 Over 1,000 Clients\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/novustat.com\/en\/data-analysis\/statistical-analysis.html\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Statistical analysis - We help | NOVUSTAT\u00ae Consulting\" \/>\n<meta property=\"og:description\" content=\"Statistical Analysis - We Can Help with Your Statistics! 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