{"id":7627,"date":"2025-11-06T18:55:23","date_gmt":"2025-11-06T13:25:23","guid":{"rendered":"https:\/\/www.testleaf.com\/blog\/?post_type=web-story&#038;p=7627"},"modified":"2025-11-06T18:55:23","modified_gmt":"2025-11-06T13:25:23","slug":"step-by-step-process-for-hypothesis-testing-in-qa","status":"publish","type":"web-story","link":"https:\/\/www.testleaf.com\/blog\/web-stories\/step-by-step-process-for-hypothesis-testing-in-qa\/","title":{"rendered":"Step-by-Step Process for Hypothesis Testing in QA"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Roboto%3Awght%40700\" rel=\"stylesheet\"\/><link 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cta-image=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2022\/05\/favicon-300x300.png\"><a href=\"https:\/\/www.testleaf.com\/blog\/hypothesis-testing-in-qa-step-by-step-guide-with-real-examples\/?utm_source=Web-Story&amp;utm_medium=Organic&amp;utm_campaign=Web_Story\" rel=\"\">Learn more<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"f381914c-f0db-48e2-920a-f41fc458f510\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-3bc86c25-c1da-4add-aec4-905dcfd966a6 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-1.jpg\" alt=\"Step-by-Step Process for Hypothesis Testing in QA (1)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-1.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-1-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-1-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-1-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:93.68932%;width:70.38835%;height:6.31068%;opacity:1\">\n<div id=\"anim-07f31206-e5c8-4e67-912b-b6f5d0cb93c7\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -1731.33894%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6896551724137931% 0.6896551724137931% 0.6896551724137931% 0.6896551724137931% \/ 5.128205128205128% 5.128205128205128% 5.128205128205128% 5.128205128205128%\" id=\"el-9b92114c-2dab-4633-8e86-5a94f439a1c9\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.16002155172413818% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Define the Problem<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"f0931f93-544d-4d0b-a7fd-727ed26fd295\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-841fd2f7-141d-4097-8d9e-feaea31d0797 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:8.25243%;top:93.85113%;width:83.73786%;height:6.14887%;opacity:1\">\n<div id=\"anim-d457e482-e07f-4dac-a79c-adc7ced03bfc\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -1776.89982%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5797101449275363% 0.5797101449275363% 0.5797101449275363% 0.5797101449275363% \/ 5.263157894736842% 5.263157894736842% 5.263157894736842% 5.263157894736842%\" id=\"el-a1ca387c-08b1-407e-b824-88a7d3516b13\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1345108695652176% 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-27.719637192%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":1,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"}],\"delay\":0,\"duration\":600,\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#b8a57f\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div id=\"anim-5d447877-e83e-4d62-9c5c-3a8ef3147a31\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-b0f2c98b-73ac-4a6c-b038-370f0a15f782\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-3.jpg\" alt=\"Step-by-Step Process for Hypothesis Testing in QA (3)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-3.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-3-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-3-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-3-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:25.24272%;top:93.85113%;width:83.73786%;height:6.14887%;opacity:1\">\n<div id=\"anim-7c2f0c1d-5691-4e5b-aa28-e25d742ea380\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -1776.89982%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5797101449275363% 0.5797101449275363% 0.5797101449275363% 0.5797101449275363% \/ 5.263157894736842% 5.263157894736842% 5.263157894736842% 5.263157894736842%\" id=\"el-d514a0fb-2cbd-4520-9889-33d761d6a847\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1345108695652176% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Collect Data<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"e14ff468-37a1-4a5e-8ffb-43830e5da56a\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-52927449-4702-43df-a58e-a7f7269c8baa [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-6f1ff339-2630-4dab-9005-8857a6a233e1\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -1776.89982%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.45,\"transform\":\"translate3d(0, -499.664229384%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.61,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.71,\"transform\":\"translate3d(0, -169.871622792%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.8,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.85,\"transform\":\"translate3d(0, -63.790703538%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.92,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.96,\"transform\":\"translate3d(0, -27.719637192%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":1,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"}],\"delay\":0,\"duration\":600,\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#efd1c8\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div id=\"anim-52927449-4702-43df-a58e-a7f7269c8baa\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-aebe5036-cbfb-4027-a725-3f42aaed21aa\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-4.jpg\" alt=\"Step-by-Step Process for Hypothesis Testing in QA (4)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-4.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-4-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-4-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-4-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:10.67961%;top:93.85113%;width:83.73786%;height:6.14887%;opacity:1\">\n<div id=\"anim-6f1ff339-2630-4dab-9005-8857a6a233e1\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -1776.89982%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5797101449275363% 0.5797101449275363% 0.5797101449275363% 0.5797101449275363% \/ 5.263157894736842% 5.263157894736842% 5.263157894736842% 5.263157894736842%\" id=\"el-6963779c-2e77-48f5-838b-4599e4a09d17\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1345108695652176% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Choose the Test Type<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"d51312d7-259a-4993-8469-0369052c6cb6\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c37aea1f-8d90-4c04-8a63-ff8f76ec8b96 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-8b6293f8-6991-4358-9163-9bb7f475fd74\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -916.9515%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.45,\"transform\":\"translate3d(0, -257.8467618%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.61,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.71,\"transform\":\"translate3d(0, -87.6605634%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.8,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.85,\"transform\":\"translate3d(0, -32.918558850000004%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.92,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.96,\"transform\":\"translate3d(0, -14.3044434%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":1,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"}],\"delay\":0,\"duration\":600,\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#946249\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div id=\"anim-c37aea1f-8d90-4c04-8a63-ff8f76ec8b96\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-7f63b00c-276e-4548-9791-323e5a70a94e\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-5.jpg\" alt=\"Step-by-Step Process for Hypothesis Testing in QA (5)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-5.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-5-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-5-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-5-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:15.53398%;top:93.85113%;width:83.73786%;height:12.62136%;opacity:1\">\n<div id=\"anim-8b6293f8-6991-4358-9163-9bb7f475fd74\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -916.9515%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5797101449275363% 0.5797101449275363% 0.5797101449275363% 0.5797101449275363% \/ 2.564102564102564% 2.564102564102564% 2.564102564102564% 2.564102564102564%\" id=\"el-d45acdd4-a250-4736-836b-b1491dab6968\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1345108695652176% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Set the Significance Level<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"e0b53181-32b2-4607-ae8a-71c1cca67060\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-eb479826-7d34-4a64-9cff-8816fa605b2a [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-94ec9fe5-22d5-4224-a42f-dfc5113e8314\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -915.66947%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.45,\"transform\":\"translate3d(0, -257.486254964%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.61,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.71,\"transform\":\"translate3d(0, -87.53800133200001%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.8,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.85,\"transform\":\"translate3d(0, -32.872533973%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.92,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.96,\"transform\":\"translate3d(0, -14.284443732%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":1,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"}],\"delay\":0,\"duration\":600,\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#e0cec7\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div id=\"anim-eb479826-7d34-4a64-9cff-8816fa605b2a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-1fd66ba6-523f-4616-85a1-a48f8bdbbd6d\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-6.jpg\" alt=\"Step-by-Step Process for Hypothesis Testing in QA (6)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-6.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-6-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-6-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-6-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:24.02913%;top:93.68932%;width:105.09709%;height:12.62136%;opacity:1\">\n<div id=\"anim-94ec9fe5-22d5-4224-a42f-dfc5113e8314\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -915.66947%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.4618937644341801% 0.4618937644341801% 0.4618937644341801% 0.4618937644341801% \/ 2.564102564102564% 2.564102564102564% 2.564102564102564% 2.564102564102564%\" id=\"el-32d79f30-8e06-424c-81c6-677c6822feae\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10717378752886852% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Calculate the&nbsp;<\/span><br \/>\n<span style=\"font-weight: 700\">Test Statistic<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"35d96769-bc36-4821-8c97-a64acd5aa073\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-5deffd4b-3f82-4a49-a616-870faddbc764 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-4c69e1bc-237c-4e11-bd8b-7d0ff6b842ee\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -1774.26828%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.45,\"transform\":\"translate3d(0, -498.924240336%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.61,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.71,\"transform\":\"translate3d(0, -169.62004756800002%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.8,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.85,\"transform\":\"translate3d(0, -63.696231252000004%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.92,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.96,\"transform\":\"translate3d(0, 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data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-7.jpg\" alt=\"Step-by-Step Process for Hypothesis Testing in QA (7)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-7.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-7-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-7-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-7-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:19.17476%;top:93.68932%;width:105.09709%;height:6.14887%;opacity:1\">\n<div id=\"anim-4c69e1bc-237c-4e11-bd8b-7d0ff6b842ee\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -1774.26828%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.4618937644341801% 0.4618937644341801% 0.4618937644341801% 0.4618937644341801% \/ 5.263157894736842% 5.263157894736842% 5.263157894736842% 5.263157894736842%\" id=\"el-26da1b3c-7ef7-4cd2-a611-4410760b3955\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10717378752886852% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Make the Decision<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"0ed095dc-507e-4407-857e-2df2f1df6900\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-58b77fde-ae3d-4950-a0e8-9cbdea50fb37 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-23d13f8f-058d-454f-bc1c-a37a0d376e3d\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -1774.26828%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.45,\"transform\":\"translate3d(0, -498.924240336%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.61,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.71,\"transform\":\"translate3d(0, -169.62004756800002%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.8,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.85,\"transform\":\"translate3d(0, -63.696231252000004%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.92,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.96,\"transform\":\"translate3d(0, 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data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-8.jpg\" alt=\"Step-by-Step Process for Hypothesis Testing in QA (8)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-8.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-8-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-8-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Step-by-Step-Process-for-Hypothesis-Testing-in-QA-8-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:14.32039%;top:93.68932%;width:105.09709%;height:6.14887%;opacity:1\">\n<div id=\"anim-23d13f8f-058d-454f-bc1c-a37a0d376e3d\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -1774.26828%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.4618937644341801% 0.4618937644341801% 0.4618937644341801% 0.4618937644341801% \/ 5.263157894736842% 5.263157894736842% 5.263157894736842% 5.263157894736842%\" id=\"el-d06ea4c1-f0db-4f00-be7f-758b46922830\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10717378752886852% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Draw the Conclusion<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn how hypothesis testing helps QA make data-driven decisions. 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