{"id":14725,"date":"2024-09-19T07:59:04","date_gmt":"2024-09-19T07:59:04","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=14725"},"modified":"2024-09-19T07:59:06","modified_gmt":"2024-09-19T07:59:06","slug":"central-limit-theorem","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/central-limit-theorem\/","title":{"rendered":"central limit theorem"},"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%40400%3B700\" rel=\"stylesheet\"\/><link 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title=\"central limit theorem\" poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/09\/cropped-technology-hologram-indoors-1-1-scaled-1.jpg\"><amp-story-page id=\"c3a2189e-3b05-4c05-963b-9276b7b74efc\" 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:#0c2640\">\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-4e0f7f23-2dd4-4511-b428-520231c5e2d0\">\n<div style=\"position:absolute;width:237.03704%;height:100%;left:-68.51852%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" 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style=\"position:absolute;pointer-events:none;left:18.93204%;top:8.25243%;width:63.34951%;height:16.99029%;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-567c486b-a458-4272-b612-1ee71428ef95\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.84);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:9.2233%;top:9.38511%;width:78.8835%;height:14.56311%;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:0.6153846153846154% 0.6153846153846154% 0.6153846153846154% 0.6153846153846154% \/ 2.2222222222222223% 2.2222222222222223% 2.2222222222222223% 2.2222222222222223%\" id=\"el-47f5c99d-a2fe-423a-9799-d47485197185\">\n<h1 id=\"central-limit-theorem\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.16442307692307714% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.614887em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #ffa811\">Central limit Theorem<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.32524%;top:92.39482%;width:27.91262%;height:3.8835%;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-3c2ce60c-59aa-449b-8993-3e90ab1a4e0b\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" 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=\"b38c49c3-f2fc-4044-bd21-e89af7f235c9\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-d50202b0-01ec-461f-8276-88944ea6c386\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-4f58efe3-9e99-409d-9c84-66dde51585ea\",\"keyframes\":{\"transform\":[\"translate3d(0px, 151.83995%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation 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575w,https:\/\/images.unsplash.com\/photo-1523274620588-4c03146581a1?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&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(0,0,0,0.3)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.3)\"><\/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:13.83495%;top:32.8479%;width:66.01942%;height:50.32362%;opacity:1\">\n<div id=\"anim-d50202b0-01ec-461f-8276-88944ea6c386\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-4f58efe3-9e99-409d-9c84-66dde51585ea\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 151.83995%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.6430868167202572% 0.6430868167202572% 0.6430868167202572% 0.6430868167202572%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-1371cbb1-f9d5-46c2-aeca-4b6e825d47d7\">\n<h2 id=\"the-clt-deals-with-the-sampling-distribution-of-the-mean-which-is-the-distribution-of-means-from-multiple-samples-drawn-from-a-population\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">The CLT deals with the sampling distribution of the mean, which is the distribution of means from multiple samples drawn from a population.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.71359%;top:92.71845%;width:27.91262%;height:3.8835%;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-4c08c328-b5ee-438d-ae39-2fb380e65d3a\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:12.13592%;width:72.08738%;height:6.95793%;opacity:1\">\n<div id=\"anim-be387bab-3c8f-4b76-bed3-1de6f7109c00\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-5ffea64e-1494-4389-95d2-6da718238fbb\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -407.49346%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 4.651162790697675% 4.651162790697675% 4.651162790697675% 4.651162790697675%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-eaa9509f-28df-41a7-af7a-1d8addcfd9c2\">\n<h2 id=\"key-concept\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Key Concept<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"e0b99a8a-8c76-4520-829b-1d8c8f7881c0\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-77d03dde-de38-445f-9a71-af5ea56310d3\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a86eaf90-a29f-41d7-a81f-68c7098c2683\",\"keyframes\":{\"transform\":[\"translate3d(0px, 136.13321%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-ac453db2-3e32-4489-acf8-33571a15917c\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-2288df3f-5f01-4ebf-b27f-6280c95dbb65\",\"keyframes\":{\"transform\":[\"translate3d(0px, 285.52177%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a97a3b43-eab7-437d-a694-323e7f34ac50\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-e5be7563-e3d5-4c89-a564-dc96e6e7d8db\",\"keyframes\":{\"transform\":[\"translate3d(0px, -412.1447%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"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:#0c4059\">\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-e51ba46e-f605-4f29-a253-a99f036c4837\">\n<div style=\"position:absolute;width:267.66542%;height:100%;left:-83.83271%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1590859808308-3d2d9c515b1a?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4288&amp;h=2848&amp;fit=max\" alt=\"blue and white floral textile\" srcSet=\"https:\/\/images.unsplash.com\/photo-1590859808308-3d2d9c515b1a?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4288&amp;h=2848&amp;fit=max 4288w,https:\/\/images.unsplash.com\/photo-1590859808308-3d2d9c515b1a?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3430&amp;h=2278&amp;fit=max 3430w,https:\/\/images.unsplash.com\/photo-1590859808308-3d2d9c515b1a?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2572&amp;h=1708&amp;fit=max 2572w,https:\/\/images.unsplash.com\/photo-1590859808308-3d2d9c515b1a?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1715&amp;h=1139&amp;fit=max 1715w,https:\/\/images.unsplash.com\/photo-1590859808308-3d2d9c515b1a?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=857&amp;h=569&amp;fit=max 857w,https:\/\/images.unsplash.com\/photo-1590859808308-3d2d9c515b1a?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=226&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 121vh, 268vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.3)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.3)\"><\/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:17.23301%;top:26.21359%;width:66.01942%;height:61.00324%;opacity:1\">\n<div id=\"anim-77d03dde-de38-445f-9a71-af5ea56310d3\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-a86eaf90-a29f-41d7-a81f-68c7098c2683\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 136.13321%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.5305039787798408% 0.5305039787798408% 0.5305039787798408% 0.5305039787798408%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-7082718f-9986-4e47-90dc-dca0c6a18073\">\n<h2 id=\"for-clt-to-apply-samples-must-be-independent-and-identically-distributed-i-i-d-the-sample-size-must-be-sufficiently-large-usually-n-%e2%89%a5-30-and-the-population-must-have-finite-variance\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">For CLT to apply, samples must be independent and identically distributed (i.i.d.), the sample size must be sufficiently large (usually n \u2265 30), and the population must have finite variance.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.71359%;top:92.71845%;width:27.91262%;height:3.8835%;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-ecd28ed6-3be9-4a85-809e-e9f6c25f8edc\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:52.18447%;top:93.52751%;width:27.6699%;height:3.55987%;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:7.017543859649122% 7.017543859649122% 7.017543859649122% 7.017543859649122% \/ 36.36363636363637% 36.36363636363637% 36.36363636363637% 36.36363636363637%\" class=\"mask\" id=\"el-7c4bab0b-75f7-45ab-b5af-cd6612b230e7\">\n<div class=\"fill\" style=\"background-image:linear-gradient(0turn, rgba(249,25,25,0.77) 0%, rgba(249,110,110,0.77) 100%);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:55.21845%;top:94.01294%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-ac453db2-3e32-4489-acf8-33571a15917c\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-2288df3f-5f01-4ebf-b27f-6280c95dbb65\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 285.52177%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198% \/ 6.0606060606060606% 6.0606060606060606% 6.0606060606060606% 6.0606060606060606%\" id=\"el-deeb0f8a-dee2-465b-a4e6-bf7dd64bdd0a\"><a href=\"https:\/\/pickl.ai\/blog\/what-is-regression-analysis\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.21634615384615424% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.226537em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Read More<\/span><\/p>\n<p><\/span><\/p>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:12.45955%;width:72.08738%;height:6.95793%;opacity:1\">\n<div id=\"anim-a97a3b43-eab7-437d-a694-323e7f34ac50\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-e5be7563-e3d5-4c89-a564-dc96e6e7d8db\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -412.1447%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 4.651162790697675% 4.651162790697675% 4.651162790697675% 4.651162790697675%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-f897d063-ab5b-44d6-82c3-e6417b058533\">\n<h2 id=\"conditions-for-clt\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Conditions for CLT<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"50245d65-ba06-4764-ac99-61e740a657aa\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-64282d44-6b1d-4ea8-971c-168fd318daa7\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c19aaca4-8d2c-45df-9335-7feadf2d7ef5\",\"keyframes\":{\"transform\":[\"translate3d(0px, 136.13321%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-f252348e-c862-45e7-89a2-9dbdfd82f845\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-8f17674c-5648-4f34-be44-ee0a8c69f698\",\"keyframes\":{\"transform\":[\"translate3d(0px, 285.52177%, 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class=\"page-fullbleed-area\" style=\"background-color:#f3f3f3\">\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-690471d3-bc55-4a20-a924-8800b297b55e\">\n<div style=\"position:absolute;width:266.63398%;height:100%;left:-83.31699%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4078&amp;h=2719&amp;fit=max\" alt=\"person using macbook pro on black table\" srcSet=\"https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4078&amp;h=2719&amp;fit=max 4078w,https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3262&amp;h=2175&amp;fit=max 3262w,https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2446&amp;h=1631&amp;fit=max 2446w,https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1631&amp;h=1087&amp;fit=max 1631w,https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=815&amp;h=543&amp;fit=max 815w,https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&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(0,0,0,0.35)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.35)\"><\/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:16.99029%;top:26.21359%;width:66.01942%;height:61.00324%;opacity:1\">\n<div id=\"anim-64282d44-6b1d-4ea8-971c-168fd318daa7\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-c19aaca4-8d2c-45df-9335-7feadf2d7ef5\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 136.13321%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.5305039787798408% 0.5305039787798408% 0.5305039787798408% 0.5305039787798408%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-7da34744-f807-417d-bcc5-c44e385addac\">\n<h2 id=\"the-mean-of-the-sampling-distribution-is-the-population-mean-%c2%b5-and-the-standard-deviation-is-the-population-standard-deviation-%cf%83-divided-by-the-square-root-of-the-sample-size-n\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">The mean of the sampling distribution is the population mean (\u00b5), and the standard deviation is the population standard deviation (\u03c3) divided by the square root of the sample size (n).<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.71359%;top:92.71845%;width:27.91262%;height:3.8835%;opacity:1\">\n<div 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36.36363636363637% 36.36363636363637% 36.36363636363637%\" class=\"mask\" id=\"el-492fd8c5-9823-44a8-9506-e695b76ffa57\">\n<div class=\"fill\" style=\"background-image:linear-gradient(0turn, rgba(249,25,25,0.77) 0%, rgba(249,110,110,0.77) 100%);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:55.21845%;top:94.01294%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-f252348e-c862-45e7-89a2-9dbdfd82f845\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-8f17674c-5648-4f34-be44-ee0a8c69f698\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 285.52177%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198% \/ 6.0606060606060606% 6.0606060606060606% 6.0606060606060606% 6.0606060606060606%\" id=\"el-93a05900-9801-48b7-96d5-66517a86314b\"><a href=\"https:\/\/pickl.ai\/blog\/what-are-probability-distributions-features-and-importance\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.21634615384615424% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.226537em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Read More<\/span><\/p>\n<p><\/span><\/p>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.07767%;top:6.95793%;width:72.08738%;height:12.94498%;opacity:1\">\n<div id=\"anim-4ca8c9a9-3ce1-45cc-978c-9657600c20ce\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-dd18daa2-8641-4666-ae77-18889a50347c\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -225.27783%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 2.5% 2.5% 2.5% 2.5%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-c0f1c4fd-7cd9-4835-bd46-c563e3bab745\">\n<h2 id=\"formula-and-parameters\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Formula and Parameters<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"b05ed358-1229-4cb7-ba32-615fa4acc1eb\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-bbd61046-fae1-4601-9c35-363070bb4219\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-33be8c1c-3f54-45cf-adef-38255bb0e3b8\",\"keyframes\":{\"transform\":[\"translate3d(0px, 204.86775%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-00d3718d-b5c0-49e6-9623-64141c1ea9f4\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-02caa274-0352-4e5f-9235-4bafbc999adf\",\"keyframes\":{\"transform\":[\"translate3d(0px, 285.52177%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-06c56a87-95f3-4e71-a516-d1d07d786ceb\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a3e70ff4-544b-4aba-80d9-00bd28b374f7\",\"keyframes\":{\"transform\":[\"translate3d(0px, -225.27783%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"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:#262626\">\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-e4fceb07-5768-4f15-91f0-bdd194617373\">\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-1617240016072-d92174e44171?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=4000&amp;fit=max\" alt=\"black flat screen computer monitor on green desk\" srcSet=\"https:\/\/images.unsplash.com\/photo-1617240016072-d92174e44171?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=4000&amp;fit=max 6000w,https:\/\/images.unsplash.com\/photo-1617240016072-d92174e44171?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4800&amp;h=3200&amp;fit=max 4800w,https:\/\/images.unsplash.com\/photo-1617240016072-d92174e44171?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3600&amp;h=2400&amp;fit=max 3600w,https:\/\/images.unsplash.com\/photo-1617240016072-d92174e44171?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2400&amp;h=1600&amp;fit=max 2400w,https:\/\/images.unsplash.com\/photo-1617240016072-d92174e44171?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1200&amp;h=800&amp;fit=max 1200w,https:\/\/images.unsplash.com\/photo-1617240016072-d92174e44171?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw4fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&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(0,0,0,0.35)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.35)\"><\/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:17.23301%;top:39.64401%;width:66.01942%;height:33.98058%;opacity:1\">\n<div id=\"anim-bbd61046-fae1-4601-9c35-363070bb4219\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-33be8c1c-3f54-45cf-adef-38255bb0e3b8\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 204.86775%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.9523809523809524% 0.9523809523809524% 0.9523809523809524% 0.9523809523809524%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-a0ec35fb-1b1a-4ec6-8509-e45ac5da52f9\">\n<h2 id=\"clt-is-crucial-for-parametric-tests-providing-higher-statistical-power-than-non-parametric-tests\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">CLT is crucial for parametric tests, providing higher statistical power than non-parametric tests.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.71359%;top:92.71845%;width:27.91262%;height:3.8835%;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-e2ca6073-1e9a-463a-8657-7ce14c0d03a1\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:52.18447%;top:93.52751%;width:27.6699%;height:3.55987%;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:7.017543859649122% 7.017543859649122% 7.017543859649122% 7.017543859649122% \/ 36.36363636363637% 36.36363636363637% 36.36363636363637% 36.36363636363637%\" class=\"mask\" id=\"el-023390d0-12a0-428e-8148-fdb8b8b9d83a\">\n<div class=\"fill\" style=\"background-image:linear-gradient(0turn, rgba(249,25,25,0.77) 0%, rgba(249,110,110,0.77) 100%);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:55.21845%;top:94.01294%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-00d3718d-b5c0-49e6-9623-64141c1ea9f4\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-02caa274-0352-4e5f-9235-4bafbc999adf\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 285.52177%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198% \/ 6.0606060606060606% 6.0606060606060606% 6.0606060606060606% 6.0606060606060606%\" id=\"el-e20f8bae-53e5-4b76-a620-33537cf7bfd6\"><a href=\"https:\/\/pickl.ai\/blog\/understanding-the-basics-of-the-central-limit-theorem\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.21634615384615424% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.226537em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Read More<\/span><\/p>\n<p><\/span><\/p>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.07767%;top:6.95793%;width:72.08738%;height:12.94498%;opacity:1\">\n<div id=\"anim-06c56a87-95f3-4e71-a516-d1d07d786ceb\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-a3e70ff4-544b-4aba-80d9-00bd28b374f7\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -225.27783%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 2.5% 2.5% 2.5% 2.5%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-84c19269-dd19-4ff9-9cec-89a5832bff1b\">\n<h2 id=\"importance-in-statistics\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Importance in Statistics<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"345b4847-66d0-4a75-9505-d9a0a52409cc\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-32ce156e-6c54-4233-a84d-f304f16e9bd6\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-e989a53f-524d-47f0-be14-5ebaefbed61b\",\"keyframes\":{\"transform\":[\"translate3d(0px, 136.92896%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-f72d4542-ae3d-4ccb-8370-64a0023d92e3\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-03afc0d7-b8fc-4922-b87f-d69c5d5ba280\",\"keyframes\":{\"transform\":[\"translate3d(0px, -225.27783%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"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:#262626\">\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-e7fe703f-192c-454c-a658-77111d4adf27\">\n<div style=\"position:absolute;width:315.95577%;height:100%;left:-107.97789%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1660616246653-e2c57d1077b9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=3376&amp;fit=max\" alt=\"a screen shot of a computer\" srcSet=\"https:\/\/images.unsplash.com\/photo-1660616246653-e2c57d1077b9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=3376&amp;fit=max 6000w,https:\/\/images.unsplash.com\/photo-1660616246653-e2c57d1077b9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4800&amp;h=2701&amp;fit=max 4800w,https:\/\/images.unsplash.com\/photo-1660616246653-e2c57d1077b9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3600&amp;h=2026&amp;fit=max 3600w,https:\/\/images.unsplash.com\/photo-1660616246653-e2c57d1077b9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2400&amp;h=1350&amp;fit=max 2400w,https:\/\/images.unsplash.com\/photo-1660616246653-e2c57d1077b9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1200&amp;h=675&amp;fit=max 1200w,https:\/\/images.unsplash.com\/photo-1660616246653-e2c57d1077b9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxkYXRhJTIwc2NpZW5jZXxlbnwwfHx8fDE3MjY3Mjc4NDB8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=191&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 143vh, 317vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.35)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.35)\"><\/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:17.23301%;top:25.72816%;width:66.01942%;height:61.00324%;opacity:1\">\n<div id=\"anim-32ce156e-6c54-4233-a84d-f304f16e9bd6\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-e989a53f-524d-47f0-be14-5ebaefbed61b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 136.92896%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.5305039787798408% 0.5305039787798408% 0.5305039787798408% 0.5305039787798408%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-3836e80c-b056-4d30-bccb-a0ef2e3870f9\">\n<h2 id=\"originally-deduced-by-laplace-the-clt-has-evolved-significantly-it-was-crucial-for-the-development-of-modern-probability-theory-and-has-been-refined-by-various-mathematicians-over-the-centuries\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">Originally deduced by Laplace, the CLT has evolved significantly. It was crucial for the development of modern probability theory and has been refined by various mathematicians over the centuries.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.71359%;top:92.71845%;width:27.91262%;height:3.8835%;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-67a636f8-f6c2-4b0c-ae9d-5590178162e0\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.07767%;top:6.95793%;width:72.08738%;height:12.94498%;opacity:1\">\n<div id=\"anim-f72d4542-ae3d-4ccb-8370-64a0023d92e3\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-03afc0d7-b8fc-4922-b87f-d69c5d5ba280\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -225.27783%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 2.5% 2.5% 2.5% 2.5%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-7fd0457c-5a36-4c83-a646-15200c8e43e1\">\n<h2 id=\"historical-development\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Historical Development<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"e148888d-0e18-4950-8157-8c8eba7d6e6c\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-44abd052-46bc-47af-84e1-a22c50f5a641\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-ba51eca1-9220-4b74-965d-63f410714faa\",\"keyframes\":{\"transform\":[\"translate3d(0px, 168.55880%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-4c93a6ff-1afa-4628-aaf1-2d3b407bb9a6\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-ca2ca975-045d-4af4-8d2e-3da913afc381\",\"keyframes\":{\"transform\":[\"translate3d(0px, -225.27783%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"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:#0c2640\">\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-97791df0-d198-4071-8d00-09d3b51d4e0a\">\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-1662638600476-d563fffbb072?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8ZGF0YSUyMHNjaWVuY2V8ZW58MHx8fHwxNzI2NzI3ODQwfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6240&amp;h=4160&amp;fit=max\" alt=\"a desk with several monitors\" srcSet=\"https:\/\/images.unsplash.com\/photo-1662638600476-d563fffbb072?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8ZGF0YSUyMHNjaWVuY2V8ZW58MHx8fHwxNzI2NzI3ODQwfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6240&amp;h=4160&amp;fit=max 6240w,https:\/\/images.unsplash.com\/photo-1662638600476-d563fffbb072?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8ZGF0YSUyMHNjaWVuY2V8ZW58MHx8fHwxNzI2NzI3ODQwfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4992&amp;h=3328&amp;fit=max 4992w,https:\/\/images.unsplash.com\/photo-1662638600476-d563fffbb072?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8ZGF0YSUyMHNjaWVuY2V8ZW58MHx8fHwxNzI2NzI3ODQwfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3744&amp;h=2496&amp;fit=max 3744w,https:\/\/images.unsplash.com\/photo-1662638600476-d563fffbb072?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8ZGF0YSUyMHNjaWVuY2V8ZW58MHx8fHwxNzI2NzI3ODQwfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2496&amp;h=1664&amp;fit=max 2496w,https:\/\/images.unsplash.com\/photo-1662638600476-d563fffbb072?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8ZGF0YSUyMHNjaWVuY2V8ZW58MHx8fHwxNzI2NzI3ODQwfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1248&amp;h=832&amp;fit=max 1248w,https:\/\/images.unsplash.com\/photo-1662638600476-d563fffbb072?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8ZGF0YSUyMHNjaWVuY2V8ZW58MHx8fHwxNzI2NzI3ODQwfDA&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(0,0,0,0.35)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.35)\"><\/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:17.23301%;top:33.98058%;width:66.01942%;height:44.66019%;opacity:1\">\n<div id=\"anim-44abd052-46bc-47af-84e1-a22c50f5a641\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-ba51eca1-9220-4b74-965d-63f410714faa\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 168.55880%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.7246376811594203% 0.7246376811594203% 0.7246376811594203% 0.7246376811594203%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-1b3df7f5-018b-4959-a1ea-f71c141f9d88\">\n<h2 id=\"clt-is-used-in-various-fields-including-medicine-finance-and-social-sciences-to-analyze-data-and-make-inferences-about-populations\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">CLT is used in various fields, including medicine, finance, and social sciences, to analyze data and make inferences about populations.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.71359%;top:92.71845%;width:27.91262%;height:3.8835%;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-1f04e7f3-ea1b-4cfd-9b43-d61455fd5e7e\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.07767%;top:6.95793%;width:72.08738%;height:12.94498%;opacity:1\">\n<div id=\"anim-4c93a6ff-1afa-4628-aaf1-2d3b407bb9a6\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-ca2ca975-045d-4af4-8d2e-3da913afc381\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -225.27783%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 2.5% 2.5% 2.5% 2.5%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-dcedf0b0-8c04-4940-95f5-eb06c3c86a97\">\n<h2 id=\"practical-applications\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Practical Applications<\/span><\/span><\/h2>\n<\/div>\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":" Master the Central Limit Theorem (CLT) with this visual guide. Understand its key concepts, applications, and implications for data science and statistics.\n","protected":false},"author":30,"featured_media":14735,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"web_stories_publisher_logo":935,"web_stories_poster":[],"web_stories_products":[],"footnotes":""},"web_story_category":[],"web_story_tag":[],"class_list":["post-14725","web-story","type-web-story","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>central limit theorem - Pickl.AI<\/title>\n<meta name=\"description\" content=\"Master the Central Limit Theorem (CLT) with this visual guide. Understand its key concepts, applications, and implications for data science and statistics.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.pickl.ai\/blog\/web-stories\/central-limit-theorem\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"central limit theorem\" \/>\n<meta property=\"og:description\" content=\"Master the Central Limit Theorem (CLT) with this visual guide. 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