{"id":2251,"date":"2024-08-27T07:31:22","date_gmt":"2024-08-27T07:31:22","guid":{"rendered":"https:\/\/www.janbasktraining.com\/media\/?post_type=web-story&#038;p=2251"},"modified":"2024-08-27T07:31:22","modified_gmt":"2024-08-27T07:31:22","slug":"hypothesis-testing","status":"publish","type":"web-story","link":"https:\/\/www.janbasktraining.com\/media\/web-stories\/hypothesis-testing\/","title":{"rendered":"The Hypothesis Testing Playbook: Essential Insights for 2024"},"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=Poppins%3Awght%40600%3B700\" rel=\"stylesheet\"\/>\n<style 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height: 100%;\n              }<\/p>\n<p>              .audio-sticker {\n                font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\n              }\n              <\/style>\n<p><meta name=\"web-stories-replace-head-start\"\/><title>The Hypothesis Testing Playbook: Essential Insights for 2024<\/title><link rel=\"canonical\" href=\"https:\/\/www.janbasktraining.com\/media\/?post_type=web-story&amp;p=2251\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"Media\" publisher-logo-src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/cropped-JT-96-by-96.jpg\" title=\"The Hypothesis Testing Playbook: Essential Insights for 2024\" poster-portrait-src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/cropped-1620146319854.jpeg\"><amp-story-page id=\"9c7e9eb3-6ffc-416a-a471-1bc198e23e29\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#fff\">\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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-97e0f60a-3125-43ee-a4a8-15b9ff9010df\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:1.21359%;top:-3.55987%;width:24.51456%;height:5.33981%;opacity:1\">\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-66aef32c-eb22-41ee-8c55-74a71fd985bc\">\n<div style=\"position:absolute;width:100.61777%;height:100%;left:-0.30888%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png\" alt=\"JT Final Logo\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png 1007w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo-768x249.png 768w\" sizes=\"(min-width: 1024px) 11vh, 25vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:65.53398%;width:76.69903%;height:20.55016%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 1.574803149606299% 1.574803149606299% 1.574803149606299% 1.574803149606299%\" id=\"el-6072cbee-af16-4290-b951-682828567daa\">\n<h3 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.3797468354430366% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.388350em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #dc3545\">Do you know how scientists and analysts figure out if their theories are right?<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:87.05502%;width:76.69903%;height:12.94498%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 2.5% 2.5% 2.5% 2.5%\" id=\"el-16120ccf-1e2c-4555-8f11-1939b7fcff2e\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.31645569620253167% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.323625em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 600\">Dive into the world of hypothesis testing to uncover the truth behind the numbers!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-29.61165%;top:2.91262%;width:164.80583%;height:61.48867%;opacity:1\">\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-edc9681d-c9f2-40bd-8d41-73c6f95f3b1f\">\n<div style=\"position:absolute;width:100%;height:100.42053%;left:0%;top:-0.21027%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-89.png\" alt=\"image\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-89.png 1000w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-89-768x432.png 768w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-89-300x169.png 300w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-89-150x84.png 150w\" sizes=\"(min-width: 1024px) 74vh, 165vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"86d7f12f-a730-4f13-ac86-99b18e4e38d3\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#fff\">\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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-ca7d8bc3-7381-440f-8f77-2c205d395d40\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:11.40777%;top:66.01942%;width:76.94175%;height:11.48867%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-d59f31b4-5f66-421f-adb7-0eed8b1a6a2b\">\n<h3 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.4100946372239738% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.420712em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #023575\">What Is Hypothesis Testing?<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:78.31715%;width:76.94175%;height:21.68285%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 1.4925373134328357% 1.4925373134328357% 1.4925373134328357% 1.4925373134328357%\" id=\"el-bf7d818b-9e84-4534-921f-f31886760ba6\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.268138801261829% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.275081em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 600\">Hypothesis testing helps determine if your ideas about data are accurate. It\u2019s like a fact-checker for your predictions, used to see if there\u2019s a real connection between two things.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.21359%;top:-3.55987%;width:24.51456%;height:5.33981%;opacity:1\">\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-a78c0e22-33fa-4699-b061-3da220b57283\">\n<div style=\"position:absolute;width:100.61777%;height:100%;left:-0.30888%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png\" alt=\"JT Final Logo\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png 1007w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo-768x249.png 768w\" sizes=\"(min-width: 1024px) 11vh, 25vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-34.46602%;top:2.91262%;width:166.74757%;height:61.48867%;opacity:1\">\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-3ed1d8c2-aa5d-4883-93a1-9c8cf3a60b02\">\n<div style=\"position:absolute;width:100%;height:101.32158%;left:0%;top:-0.66079%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-90.png\" alt=\"image\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-90.png 1456w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-90-1024x574.png 1024w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-90-768x430.png 768w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-90-300x168.png 300w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-90-150x84.png 150w\" sizes=\"(min-width: 1024px) 75vh, 167vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"1835854c-1e9b-40e9-9706-5454d3d05bdf\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#fff\">\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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-2146b0db-6d0c-4e69-bdf8-2e5bbee85576\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:11.8932%;top:71.68285%;width:76.21359%;height:5.98706%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6369426751592357% 0.6369426751592357% 0.6369426751592357% 0.6369426751592357% \/ 5.405405405405405% 5.405405405405405% 5.405405405405405% 5.405405405405405%\" id=\"el-f8273e1d-39e5-4b11-b76f-50322c427bf9\">\n<h3 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.4140127388535023% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.420712em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #023575\">How It Works<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:78.31715%;width:76.94175%;height:21.68285%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 1.4925373134328357% 1.4925373134328357% 1.4925373134328357% 1.4925373134328357%\" id=\"el-3baa2b03-be1a-415e-be92-6ae26f0d2e63\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.268138801261829% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.275081em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 600\">Start with a sample from a larger population and test two hypotheses: the null hypothesis and the alternative hypothesis. Compare your sample data to what you expect to see.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.21359%;top:-3.55987%;width:24.51456%;height:5.33981%;opacity:1\">\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-89ec8923-1de1-4db9-abb0-1f4e50da4fec\">\n<div style=\"position:absolute;width:100.61777%;height:100%;left:-0.30888%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png\" alt=\"JT Final Logo\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png 1007w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo-768x249.png 768w\" sizes=\"(min-width: 1024px) 11vh, 25vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-23.05825%;top:3.07443%;width:175%;height:66.34304%;opacity:1\">\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-e3cd163f-1763-4dfe-b3a3-b79f023a06d2\">\n<div style=\"position:absolute;width:101.1841%;height:100%;left:-0.59205%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-91.png\" alt=\"image\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-91.png 500w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-91-300x169.png 300w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-91-150x84.png 150w\" sizes=\"(min-width: 1024px) 79vh, 175vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"639541e3-6881-437c-859d-beb222c97706\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#fff\">\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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-f302398f-5706-41d9-b968-d5bd378d6b74\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:78.80259%;width:76.94175%;height:21.68285%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 1.4925373134328357% 1.4925373134328357% 1.4925373134328357% 1.4925373134328357%\" id=\"el-f40c15ad-eb41-4d4f-b45f-3e3a80eb19c7\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.268138801261829% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.275081em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 600\">The null hypothesis (H0) suggests no effect or difference while the alternative hypothesis (H1) suggests there is a difference. For instance, testing if men are generally taller than women.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:71.0356%;width:76.21359%;height:5.98706%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6369426751592357% 0.6369426751592357% 0.6369426751592357% 0.6369426751592357% \/ 5.405405405405405% 5.405405405405405% 5.405405405405405% 5.405405405405405%\" id=\"el-59d3d73c-433d-4ed0-94f5-4f70244cf9c4\">\n<h3 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.4140127388535023% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.420712em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #023575\">Types of Hypotheses<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.21359%;top:-3.55987%;width:24.51456%;height:5.33981%;opacity:1\">\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-ef1b24ca-8138-4b95-83fd-8e6d958d06f6\">\n<div style=\"position:absolute;width:100.61777%;height:100%;left:-0.30888%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png\" alt=\"JT Final Logo\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png 1007w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo-768x249.png 768w\" sizes=\"(min-width: 1024px) 11vh, 25vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-2.91262%;top:2.75081%;width:133.25243%;height:66.66667%;opacity:1\">\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-641d327a-709b-4c36-b9be-06ee06114a7c\">\n<div style=\"position:absolute;width:100.06072%;height:100%;left:-0.03036%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-92.png\" alt=\"image\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-92.png 1400w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-92-1024x768.png 1024w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-92-768x576.png 768w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-92-300x225.png 300w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-92-150x113.png 150w\" sizes=\"(min-width: 1024px) 60vh, 133vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"801f19fe-2964-4a2f-803a-6fb35a76e989\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#fff\">\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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-ec148da0-48cb-474d-bdf4-4c1192648770\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:78.31715%;width:76.21359%;height:21.68285%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6369426751592357% 0.6369426751592357% 0.6369426751592357% 0.6369426751592357% \/ 1.4925373134328357% 1.4925373134328357% 1.4925373134328357% 1.4925373134328357%\" id=\"el-eaf8d5bd-e07f-487a-8d87-a0d5c5cdd9db\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2707006369426745% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.275081em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 600\">Start by defining your null and alternative hypotheses. Collect data, perform statistical tests, decide to accept or reject the null hypothesis, and present your findings.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:65.69579%;width:76.69903%;height:11.48867%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-89475653-2dd5-495d-a5db-fb4faf3d930e\">\n<h3 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.4113924050632902% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.420712em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #023575\">Key Steps in Hypothesis Testing<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.21359%;top:-3.55987%;width:24.51456%;height:5.33981%;opacity:1\">\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-37c275fa-5849-4d6c-8409-b63721023422\">\n<div style=\"position:absolute;width:100.61777%;height:100%;left:-0.30888%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png\" alt=\"JT Final Logo\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png 1007w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo-768x249.png 768w\" sizes=\"(min-width: 1024px) 11vh, 25vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-27.18447%;top:3.07443%;width:150.72816%;height:60.67961%;opacity:1\">\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-65f77a48-ea5c-4452-ba1b-a5db54cda120\">\n<div style=\"position:absolute;width:107.35372%;height:100%;left:-3.67686%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-93.png\" alt=\"image\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-93.png 1280w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-93-1024x576.png 1024w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-93-768x432.png 768w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-93-300x169.png 300w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-93-150x84.png 150w\" sizes=\"(min-width: 1024px) 68vh, 151vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"d082f059-4f51-42e3-be46-bb7ac177321b\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#fff\">\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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-aaaacb27-57d9-4953-88a3-22b139be95d3\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:81.87702%;width:76.69903%;height:18.12298%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 1.7857142857142856% 1.7857142857142856% 1.7857142857142856% 1.7857142857142856%\" id=\"el-15776efb-7d4f-45a8-ac44-f923dc58f4e6\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2689873417721512% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.275081em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 600\">One-tailed tests check for an effect in one direction, while two-tailed tests check for an effect in both directions. Choose based on what you&#8217;re testing.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:69.57929%;width:76.69903%;height:11.48867%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-ca46ad20-6ca6-47d3-ba2d-94ce39f07006\">\n<h3 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.4113924050632902% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.420712em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #023575\">One-Tailed vs. Two-Tailed Tests<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.21359%;top:-3.55987%;width:24.51456%;height:5.33981%;opacity:1\">\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-179fb2d1-6a81-4c01-921a-f1c9eb0306b8\">\n<div style=\"position:absolute;width:100.61777%;height:100%;left:-0.30888%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png\" alt=\"JT Final Logo\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png 1007w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo-768x249.png 768w\" sizes=\"(min-width: 1024px) 11vh, 25vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-22.3301%;top:2.91262%;width:140.29126%;height:64.40129%;opacity:1\">\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-4193eb1f-cf18-4fb8-ab02-3e0ecbae3a2a\">\n<div style=\"position:absolute;width:100.76799%;height:100%;left:-0.384%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-94.png\" alt=\"image\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-94.png 1080w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-94-1024x700.png 1024w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-94-768x525.png 768w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-94-300x205.png 300w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-94-150x103.png 150w\" sizes=\"(min-width: 1024px) 63vh, 140vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"597f66fd-8148-4f12-b2f7-9e0fee11d2ac\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#fff\">\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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-a7fe47c7-2887-4e25-8729-1102e15b6314\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:81.71521%;width:76.94175%;height:18.28479%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 1.7699115044247788% 1.7699115044247788% 1.7699115044247788% 1.7699115044247788%\" id=\"el-1db359ff-29bf-49c9-81fe-531b035528e8\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.268138801261829% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.275081em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 600\">Understand Type I errors (false positives) and Type II errors (false negatives) to avoid making incorrect conclusions from your tests.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.40777%;top:74.91909%;width:76.94175%;height:5.50162%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 5.88235294117647% 5.88235294117647% 5.88235294117647% 5.88235294117647%\" id=\"el-8dd07385-c808-477e-a4d3-35bb36b58eea\">\n<h3 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.3943217665615142% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.404531em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #023575\">Common Errors<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.21359%;top:-3.55987%;width:24.51456%;height:5.33981%;opacity:1\">\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-f53aacb6-fd24-4602-825a-4577fc1512b7\">\n<div style=\"position:absolute;width:100.61777%;height:100%;left:-0.30888%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png\" alt=\"JT Final Logo\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png 1007w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo-768x249.png 768w\" sizes=\"(min-width: 1024px) 11vh, 25vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-49.02913%;top:3.07443%;width:158.98058%;height:70.55016%;opacity:1\">\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-48be13d7-1931-407c-8659-2b4896761e3b\">\n<div style=\"position:absolute;width:100%;height:100.15291%;left:0%;top:-0.07645%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-95.png\" alt=\"image\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-95.png 795w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-95-768x512.png 768w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-95-300x200.png 300w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-95-150x100.png 150w\" sizes=\"(min-width: 1024px) 72vh, 159vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"9dc86a79-ef10-4f8e-88d6-39966599b272\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#fff\">\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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-47dd0fd4-54e2-4b32-adbf-1805103a2100\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:81.71521%;width:78.15534%;height:18.28479%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6211180124223602% 0.6211180124223602% 0.6211180124223602% 0.6211180124223602% \/ 1.7699115044247788% 1.7699115044247788% 1.7699115044247788% 1.7699115044247788%\" id=\"el-f1b62919-832a-496d-9357-b6ca17b9c752\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.26397515527950244% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.275081em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 600\">From medical research to market studies, hypothesis testing is used to validate new treatments, test product success, and assess environmental impacts.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:74.91909%;width:77.18447%;height:5.98706%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.628930817610063% 0.628930817610063% 0.628930817610063% 0.628930817610063% \/ 5.405405405405405% 5.405405405405405% 5.405405405405405% 5.405405405405405%\" id=\"el-b619ccd4-cfef-49d2-9e24-74b15392cf70\">\n<h3 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.40880503144654% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.420712em;line-height:1.3;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #023575\">Real-Life Applications<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.21359%;top:-3.55987%;width:24.51456%;height:5.33981%;opacity:1\">\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-adeb63d9-8bec-4bcb-a526-a8a550502443\">\n<div style=\"position:absolute;width:100.61777%;height:100%;left:-0.30888%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png\" alt=\"JT Final Logo\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png 1007w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo-768x249.png 768w\" sizes=\"(min-width: 1024px) 11vh, 25vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-12.62136%;top:3.07443%;width:159.70874%;height:69.57929%;opacity:1\">\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-e56f802b-2404-4191-accc-128f64b112be\">\n<div style=\"position:absolute;width:100%;height:101.97794%;left:0%;top:-0.98897%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-96.png\" alt=\"image\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-96.png 1358w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-96-1024x682.png 1024w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-96-768x512.png 768w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-96-300x200.png 300w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2024\/08\/image-96-150x100.png 150w\" sizes=\"(min-width: 1024px) 72vh, 160vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"c2162592-9d0d-40b6-bdaf-257556cb0467\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#c0c0d9\">\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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-5fe2933e-1a13-4467-8681-11de43028885\">\n<div style=\"position:absolute;width:266.66667%;height:100%;left:-83.33334%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1556157382-97eda2d62296?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxidXNpbmVzcyUyMG1hbnxlbnwwfHx8fDE3MjQ3NDExNjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6720&amp;h=4480&amp;fit=max\" alt=\"woman wearing blue coat\" srcSet=\"https:\/\/images.unsplash.com\/photo-1556157382-97eda2d62296?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxidXNpbmVzcyUyMG1hbnxlbnwwfHx8fDE3MjQ3NDExNjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6720&amp;h=4480&amp;fit=max 6720w,https:\/\/images.unsplash.com\/photo-1556157382-97eda2d62296?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxidXNpbmVzcyUyMG1hbnxlbnwwfHx8fDE3MjQ3NDExNjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5376&amp;h=3584&amp;fit=max 5376w,https:\/\/images.unsplash.com\/photo-1556157382-97eda2d62296?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxidXNpbmVzcyUyMG1hbnxlbnwwfHx8fDE3MjQ3NDExNjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4032&amp;h=2688&amp;fit=max 4032w,https:\/\/images.unsplash.com\/photo-1556157382-97eda2d62296?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxidXNpbmVzcyUyMG1hbnxlbnwwfHx8fDE3MjQ3NDExNjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2688&amp;h=1792&amp;fit=max 2688w,https:\/\/images.unsplash.com\/photo-1556157382-97eda2d62296?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxidXNpbmVzcyUyMG1hbnxlbnwwfHx8fDE3MjQ3NDExNjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1344&amp;h=896&amp;fit=max 1344w,https:\/\/images.unsplash.com\/photo-1556157382-97eda2d62296?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxidXNpbmVzcyUyMG1hbnxlbnwwfHx8fDE3MjQ3NDExNjB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 120vh, 267vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(255,255,255,0.45)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(255,255,255,0.45)\"><\/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:48.05825%;width:76.94175%;height:13.1068%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 2.4691358024691357% 2.4691358024691357% 2.4691358024691357% 2.4691358024691357%\" id=\"el-861d9278-5fc7-4458-8a7b-3b8034dd2084\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.47318611987381703% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.485437em;line-height:1.3;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #dc3545\">Ready to Dive Deeper?<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:7.03883%;top:62.94498%;width:85.92233%;height:26.86084%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5649717514124294% 0.5649717514124294% 0.5649717514124294% 0.5649717514124294% \/ 1.2048192771084338% 1.2048192771084338% 1.2048192771084338% 1.2048192771084338%\" id=\"el-f5c6944d-6d73-4fcc-aba7-8f962cab3d1a\">\n<h3 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.29661016949152513% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.339806em;line-height:1.3;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 600\">Discover how hypothesis testing can enhance your data analysis skills.&nbsp;<\/span><br \/>\n<span style=\"font-weight: 600\">Explore more with our expert courses and start mastering the art of statistical inference!<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.21359%;top:-3.55987%;width:24.51456%;height:5.33981%;opacity:1\">\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-997b8c84-3e5d-439c-8768-4661438d0204\">\n<div style=\"position:absolute;width:100.61777%;height:100%;left:-0.30888%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png\" alt=\"JT Final Logo\" srcSet=\"https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo.png 1007w,https:\/\/www.janbasktraining.com\/media\/wp-content\/uploads\/2023\/08\/JT-Final-Logo-768x249.png 768w\" sizes=\"(min-width: 1024px) 11vh, 25vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\"><a href=\"https:\/\/www.janbasktraining.com\/blog\/hypothesis-testing\/?utm_source=blog&amp;utm_medium=webstory&amp;utm_campaign=blog-hypothesis-testing\" rel=\"\">EXPLORE MORE!<\/a><\/amp-story-page-outlink><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hypothesis testing is an important part of data science and understanding it can be even more important if you are trying to brush up on your DS knowledge or simple 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right?<\/span>","x":48,"y":405,"width":316,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"type":"text","height":127,"id":"6072cbee-af16-4290-b951-682828567daa"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Poppins"},"fontSize":20,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.3000000000000000444089209850062616169452667236328125,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 600\">Dive into the world of hypothesis testing to uncover the truth behind the 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