{"id":8920,"date":"2024-06-04T09:50:55","date_gmt":"2024-06-04T09:50:55","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=8920"},"modified":"2024-07-18T11:49:27","modified_gmt":"2024-07-18T11:49:27","slug":"understanding-regression-analysis","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/understanding-regression-analysis\/","title":{"rendered":"Understanding Regression Analysis"},"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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style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 221.24174%, 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% \/ 5.88235294117647% 5.88235294117647% 5.88235294117647% 5.88235294117647%\" id=\"el-cf43f79d-b51b-4046-b1f7-1a8bb0cccf16\"><a href=\"https:\/\/pickl.ai\/blog\/regression-in-machine-learning-types-examples\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/08\/regression-in-machine-learning.jpg\" data-tooltip-text=\"15 Types of Regression Models in Machine Learning\" 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\" 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style=\"position:absolute;pointer-events:none;left:12.13592%;top:44.33657%;width:75%;height:41.74757%;opacity:1\">\n<div id=\"anim-edb9008d-32d1-4f7d-993d-6e9f31dd20a9\" 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-7db82f09-e7f4-4bee-99be-1f3a926982ce\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 155.51250%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-ab713136-d429-40a6-9794-c54323346519\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.6);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:25.97087%;top:0;width:48.54369%;height:21.19741%;opacity:1\">\n<div id=\"anim-147fc409-ec83-4938-a89f-5a666d2638bd\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\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-8de32b5c-9e43-421f-89af-52d5ce6ec3cf\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.48);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:46.1165%;width:72.3301%;height:39.80583%;opacity:1\">\n<div id=\"anim-19ef5b77-fab3-486d-8653-8b4e5933408b\" 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-f194e29b-e96c-4f40-bc7f-00cf549f0669\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 158.62691%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6711409395973155% 0.6711409395973155% 0.6711409395973155% 0.6711409395973155% \/ 0.8130081300813009% 0.8130081300813009% 0.8130081300813009% 0.8130081300813009%\" id=\"el-86ed6d53-7c9e-4d79-b378-90e3794f17d3\">\n<h3 id=\"a-statistical-technique-to-model-the-relationship-between-a-dependent-variable-what-you-want-to-predict-and-one-or-more-independent-variables-what-you-think-influences-it\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11797399328859061% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">A statistical technique to model the relationship between a dependent variable (what you want to predict) and one or more independent variables (what you think influences it)<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.4466%;top:2.589%;width:63.34951%;height:18.60841%;opacity:1\">\n<div id=\"anim-c78c46db-0210-47c2-b069-b1235d2827f7\" 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-b1eacd4c-4ef0-433f-961b-3384bc4cef47\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -163.67153%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 1.7391304347826086% 1.7391304347826086% 1.7391304347826086% 1.7391304347826086%\" id=\"el-e03dff06-ca00-4b26-8856-398b9a9c9c9e\"><a href=\"https:\/\/pickl.ai\/blog\/a-tale-of-regression-and-regressiveness\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2021\/07\/hero-banner-img14.jpg\" data-tooltip-text=\"Exploring the Dynamics of Regression and Regressiveness: A Tale\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"what-is-regression-analysis\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11111111111111079% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.517799em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">What is Regression Analysis?<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;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-fda8f9da-7716-4a2b-90ae-4b0f703d8921\">\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:60.67961%;top:96.60194%;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-163febc2-e4b0-410a-90b4-030a0c4386dd\">\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:63.59223%;top:97.08738%;width:22.08738%;height:5.50162%;opacity:1\">\n<div id=\"anim-3a34696d-965a-45f4-b935-98fefacddcaa\" 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-dbf62e79-b7d7-4643-8279-67b0d27c20ad\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 221.24174%, 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% \/ 5.88235294117647% 5.88235294117647% 5.88235294117647% 5.88235294117647%\" id=\"el-f8458eb6-3088-421c-bb8c-a5669dc8c118\"><a href=\"https:\/\/pickl.ai\/blog\/regression-in-machine-learning-types-examples\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/08\/regression-in-machine-learning.jpg\" data-tooltip-text=\"15 Types of Regression Models in Machine Learning\" 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>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"510e29c9-cc7e-4169-824c-2ce22b42684b\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-66c18a30-4c0e-49ec-a56d-a587eb19043b [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate3d(0, 7.760782355151471e-15%, 0)\",\"translate3d(0, 0%, 0)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1-200x69.png 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1-150x52.png 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1-110x38.png 110w\" sizes=\"(min-width: 1024px) 10vh, 23vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:44.01294%;width:72.08738%;height:21.68285%;opacity:1\">\n<div id=\"anim-b1034120-4b07-479f-b6be-bb10fb9b0d6f\" 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-21c778a8-1bcb-4d45-ab6b-c14e4ab48d03\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 300.91210%, 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% \/ 1.4925373134328357% 1.4925373134328357% 1.4925373134328357% 1.4925373134328357%\" id=\"el-411105ce-5eb0-4e4f-ad1c-d0057ac96865\">\n<h2 id=\"y-mx-b-y-dependent-variable-m-slope-x-independent-variable-b-y-intercept\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13257575757575782% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Y = mx + b (Y = dependent variable, m = slope, x = independent variable, b = y-intercept)<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:25.48544%;top:15.21036%;width:48.54369%;height:6.14887%;opacity:1\">\n<div id=\"anim-7a48a0e7-24f5-489d-ba69-d9ffdb5947d9\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-152.50001%, 0px, 0)\">\n<div id=\"anim-214569fb-a20e-495f-83e2-55760940eb54\" 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-1936f80e-adbc-46ec-aa63-558987bd095a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.15)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1% 1% 1% 1% \/ 5.263157894736842% 5.263157894736842% 5.263157894736842% 5.263157894736842%\" id=\"el-acbcfe07-d4e3-4a57-8e4d-2cb59c74421c\">\n<h2 id=\"the-formula\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22499999999999964% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.517799em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">The Formula<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:60.67961%;top:96.60194%;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-3c42f0e6-e08e-4836-a1c8-3d9e74bcbad3\">\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:63.59223%;top:97.08738%;width:22.08738%;height:5.50162%;opacity:1\">\n<div id=\"anim-d735a5e7-7ede-4a38-9214-47b0e9e2b0b1\" 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-dd3d3f33-0128-4ccf-bc0a-6337035ed8ce\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 221.24174%, 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% \/ 5.88235294117647% 5.88235294117647% 5.88235294117647% 5.88235294117647%\" id=\"el-22934344-be52-42c9-929d-6ec2c1c6012f\"><a href=\"https:\/\/pickl.ai\/blog\/regression-in-machine-learning-types-examples\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/08\/regression-in-machine-learning.jpg\" data-tooltip-text=\"15 Types of Regression Models in Machine Learning\" 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>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"7a13df06-8fb4-4b76-8726-52a25d359396\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" 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style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\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-31615f55-1b35-4f4f-acb3-e54cf40bd31a\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.72);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:38.47087%;top:0;width:23.05825%;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-db42d589-2cdf-4cbd-8be0-2e9c6cb2de0c\">\n<div style=\"position:absolute;width:100.39559%;height:100%;left:-0.19779%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1.png\" alt=\"pickl-new-logo-updated-png\" 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style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-3d4fbf37-6f6c-487b-9b5e-7239e97381cb\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 251.73234%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.8097165991902834% 0.8097165991902834% 0.8097165991902834% 0.8097165991902834% \/ 1.0752688172043012% 1.0752688172043012% 1.0752688172043012% 1.0752688172043012%\" id=\"el-bee86c11-158f-422e-a4c0-10aba0ef09db\">\n<h3 id=\"question-how-does-studying-hours-independent-variable-affect-exam-scores-dependent-variable\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14802631578947353% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.420712em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Question: How does studying hours (independent variable) affect exam scores (dependent variable)?<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:19.17476%;top:66.18123%;width:61.40777%;height:35.27508%;opacity:1\">\n<div id=\"anim-870b185b-d218-4171-93d5-29a264aedee8\" 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-6560e965-df3d-4157-8833-1e196e63b2d8\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 122.12029%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7905138339920948% 0.7905138339920948% 0.7905138339920948% 0.7905138339920948% \/ 0.9174311926605505% 0.9174311926605505% 0.9174311926605505% 0.9174311926605505%\" id=\"el-b4c2b92a-b24e-465d-8214-320d68d42de9\">\n<h3 id=\"regression-analysis-helps-us-find-the-equation-that-best-fits-the-data-points-of-students-studying-hours-and-their-exam-scores\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1445158102766797% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.420712em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Regression analysis helps us find the equation that best fits the data points of students&#8217; studying hours and their exam scores.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:25.48544%;top:13.43042%;width:48.54369%;height:12.45955%;opacity:1\">\n<div id=\"anim-08c4ac73-2270-4abc-b622-0619b4360996\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-152.50001%, 0px, 0)\">\n<div id=\"anim-9a3ff8ca-a789-453f-a84d-072728e501f1\" 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-5dc0c440-33bb-474b-8010-4f0d15842a41\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.15)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1% 1% 1% 1% \/ 2.5974025974025974% 2.5974025974025974% 2.5974025974025974% 2.5974025974025974%\" id=\"el-223aaf8c-7b45-4df5-acc8-c2d403c23858\">\n<h2 id=\"real-world-example\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22499999999999964% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.517799em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Real World Example<\/span><\/span><\/h2>\n<\/div>\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=\"63765952-926d-4540-bc25-d7968e233914\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-7cafe2b1-bc1a-474e-b6a1-a014027bb2b7 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate3d(0, 7.760782355151471e-15%, 0)\",\"translate3d(0, 0%, 0)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-760e305a-adce-421c-aed2-928f7071faab\",\"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-77bcd5df-f006-44a2-b816-7ca65e8e2b22\",\"keyframes\":{\"transform\":[\"translate3d(0px, 156.19170%, 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-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-58e40e8c-7dc3-4044-ab44-ac2f49fab8da\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":200,\"duration\":1222,\"easing\":\"cubic-bezier(0.4, 0.4, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b4d3925d-4d5f-4f4d-963a-efe71dd9799b\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":250,\"duration\":2000,\"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-9198d7b2-fdc3-495c-b69b-ded8ef43ff63\",\"keyframes\":{\"transform\":[\"translate3d(0px, 152.32172%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":250,\"duration\":2000,\"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-ae5af5d2-e82f-4a17-bf02-22584e35e0a0\",\"keyframes\":{\"transform\":[\"translate3d(-152.50001%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":150,\"duration\":1000,\"easing\":\"cubic-bezier(0.4, 0.4, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-1959ff77-6c34-4d91-b938-138c634cda1e\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":150,\"duration\":1000,\"easing\":\"cubic-bezier(0.4, 0.4, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-e212047b-845c-4688-ad68-f964a14dc6a5\",\"keyframes\":{\"transform\":[\"scale(0.15)\",\"scale(1)\"]},\"delay\":150,\"duration\":1000,\"easing\":\"cubic-bezier(0.4, 0.4, 0.0, 1)\",\"fill\":\"forwards\"}]<\/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 id=\"anim-7cafe2b1-bc1a-474e-b6a1-a014027bb2b7\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-4e4f30ba-33fd-4628-b148-3c40cb66e52d\">\n<div style=\"position:absolute;width:237.0588%;height:100%;left:-68.5294%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1518186285589-2f7649de83e0?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxzdGF0aXN0aWNzfGVufDB8fHx8MTcxNzQyMDY1M3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3631&amp;h=2723&amp;fit=max\" alt=\"turned on flat screen monitor\" srcSet=\"https:\/\/images.unsplash.com\/photo-1518186285589-2f7649de83e0?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxzdGF0aXN0aWNzfGVufDB8fHx8MTcxNzQyMDY1M3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3631&amp;h=2723&amp;fit=max 3631w,https:\/\/images.unsplash.com\/photo-1518186285589-2f7649de83e0?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxzdGF0aXN0aWNzfGVufDB8fHx8MTcxNzQyMDY1M3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2904&amp;h=2178&amp;fit=max 2904w,https:\/\/images.unsplash.com\/photo-1518186285589-2f7649de83e0?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxzdGF0aXN0aWNzfGVufDB8fHx8MTcxNzQyMDY1M3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2178&amp;h=1633&amp;fit=max 2178w,https:\/\/images.unsplash.com\/photo-1518186285589-2f7649de83e0?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxzdGF0aXN0aWNzfGVufDB8fHx8MTcxNzQyMDY1M3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1452&amp;h=1089&amp;fit=max 1452w,https:\/\/images.unsplash.com\/photo-1518186285589-2f7649de83e0?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxzdGF0aXN0aWNzfGVufDB8fHx8MTcxNzQyMDY1M3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=726&amp;h=544&amp;fit=max 726w,https:\/\/images.unsplash.com\/photo-1518186285589-2f7649de83e0?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxzdGF0aXN0aWNzfGVufDB8fHx8MTcxNzQyMDY1M3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=255&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 107vh, 238vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:19.41748%;top:43.04207%;width:61.40777%;height:42.39482%;opacity:1\">\n<div id=\"anim-760e305a-adce-421c-aed2-928f7071faab\" 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-77bcd5df-f006-44a2-b816-7ca65e8e2b22\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 156.19170%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-17c81f28-91a0-4dd3-8113-0390177b32f4\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.72);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:25.72816%;top:12.13592%;width:48.54369%;height:24.27184%;opacity:1\">\n<div id=\"anim-58e40e8c-7dc3-4044-ab44-ac2f49fab8da\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\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-b8441467-fe72-456c-b5f1-5bd251726e9f\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.72);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:38.47087%;top:0;width:23.05825%;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-7bbb28c3-19a1-4792-bc34-b70228f9cd08\">\n<div style=\"position:absolute;width:100.39559%;height:100%;left:-0.19779%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1.png\" alt=\"pickl-new-logo-updated-png\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1-200x69.png 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1-150x52.png 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-png-1-110x38.png 110w\" sizes=\"(min-width: 1024px) 10vh, 23vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:19.41748%;top:43.20388%;width:61.40777%;height:43.3657%;opacity:1\">\n<div id=\"anim-b4d3925d-4d5f-4f4d-963a-efe71dd9799b\" 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-9198d7b2-fdc3-495c-b69b-ded8ef43ff63\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 152.32172%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7905138339920948% 0.7905138339920948% 0.7905138339920948% 0.7905138339920948% \/ 0.7462686567164178% 0.7462686567164178% 0.7462686567164178% 0.7462686567164178%\" id=\"el-c73e3262-d445-4c31-bdb1-7d7e2ca9378c\">\n<h2 id=\"simple-linear-regression-one-independent-variablemultiple-linear-regression-two-or-more-independent-variables\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.15563241106719394% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Simple Linear Regression: One independent variable<\/span><br \/>\n<span style=\"color: #fff\">Multiple Linear Regression: Two or more independent variables<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:25.48544%;top:14.72492%;width:48.54369%;height:18.4466%;opacity:1\">\n<div id=\"anim-ae5af5d2-e82f-4a17-bf02-22584e35e0a0\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-152.50001%, 0px, 0)\">\n<div id=\"anim-1959ff77-6c34-4d91-b938-138c634cda1e\" 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-e212047b-845c-4688-ad68-f964a14dc6a5\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.15)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1% 1% 1% 1% \/ 1.7543859649122806% 1.7543859649122806% 1.7543859649122806% 1.7543859649122806%\" id=\"el-46561913-375c-454d-aced-b1667ae68552\">\n<h2 id=\"different-types-of-regression\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22499999999999964% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.517799em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Different Types of Regression<\/span><\/span><\/h2>\n<\/div>\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=\"4ef1ef03-d477-4af3-b89d-5bec53174da0\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c36f9c81-577f-4431-b20a-974c4ffeae49 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate3d(0, 7.760782355151471e-15%, 0)\",\"translate3d(0, 0%, 0)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-4b785f82-2f00-4f9b-a665-859244a101e1\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 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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% \/ 1.1976047904191618% 1.1976047904191618% 1.1976047904191618% 1.1976047904191618%\" id=\"el-d04a5a0c-a2ca-4c38-878f-c8cae25edd24\">\n<h2 id=\"many-online-tutorials-and-courses-availableuse-free-data-analysis-software-like-excel-or-google-sheets\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13257575757575782% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Many online tutorials and courses available<\/span><br \/>\n<span style=\"color: #fff\">Use free data analysis software like Excel or Google Sheets<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:25.72816%;top:14.88673%;width:48.54369%;height:24.59547%;opacity:1\">\n<div id=\"anim-0d4b0e8d-7669-48ae-a2a5-dd0a99c9db87\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-153.00001%, 0px, 0)\">\n<div id=\"anim-e8382ca4-ac51-47c9-b09e-13a13be46567\" 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-beec4839-84e6-4180-b89c-73dc36336f03\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.15)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1% 1% 1% 1% \/ 1.3157894736842104% 1.3157894736842104% 1.3157894736842104% 1.3157894736842104%\" id=\"el-9b24f02a-7b37-4f3c-a953-54b401119455\"><a href=\"https:\/\/pickl.ai\/blog\/a-tale-of-regression-and-regressiveness\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2021\/07\/hero-banner-img14.jpg\" data-tooltip-text=\"Exploring the Dynamics of Regression and Regressiveness: A Tale\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"get-started-with-regression-analysis\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22499999999999964% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.517799em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Get Started with Regression Analysis!<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:60.67961%;top:96.60194%;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-e7604f04-8e05-482a-9e58-ea9bdddc874f\">\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:63.59223%;top:97.08738%;width:22.08738%;height:5.50162%;opacity:1\">\n<div id=\"anim-ce2f870e-c00c-47b3-80bf-9b5c612e25d8\" 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-f7b6ecc8-0d10-4912-8ee0-0d2365acc41e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 221.24174%, 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% \/ 5.88235294117647% 5.88235294117647% 5.88235294117647% 5.88235294117647%\" id=\"el-45a2fd51-90d6-4472-9dd5-723256595c46\"><a href=\"https:\/\/pickl.ai\/blog\/regression-in-machine-learning-types-examples\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/08\/regression-in-machine-learning.jpg\" data-tooltip-text=\"15 Types of Regression Models in Machine Learning\" 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>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Unleash the power of data! Master regression analysis to predict future outcomes, understand variable relationships, and make data-driven decisions.\n","protected":false},"author":29,"featured_media":12035,"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-8920","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>Understanding Regression Analysis - Pickl.AI<\/title>\n<meta name=\"description\" content=\"Unleash the power of data! Master regression analysis to predict future outcomes, understand variable relationships, and make data-driven decisions.\" \/>\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\/understanding-regression-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Understanding Regression Analysis\" \/>\n<meta property=\"og:description\" content=\"Unleash the power of data! 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