{"id":4526,"date":"2026-05-29T22:00:25","date_gmt":"2026-05-29T22:00:25","guid":{"rendered":"https:\/\/aaxonix.com\/resources\/?post_type=glossary&#038;p=4526"},"modified":"2026-05-29T22:00:25","modified_gmt":"2026-05-29T22:00:25","slug":"regression-analysis-zoho-analytics","status":"publish","type":"glossary","link":"https:\/\/aaxonix.com\/resources\/glossary\/regression-analysis-zoho-analytics\/","title":{"rendered":"Regression Analysis"},"content":{"rendered":"<style>\n.gt-body{font-family:'Poppins',sans-serif;color:#111;line-height:1.75}\n.gt-def{border-left:4px solid #E8650A;padding:16px 20px;background:#fff8f4;border-radius:0 8px 8px 0;margin:0 0 32px;font-size:1.05rem}\n.gt-section{margin:0 0 36px}.gt-section h2{font-family:'Fraunces',serif;color:#0A1628;font-size:1.5rem;margin:0 0 12px}\n.gt-example-box{background:#f0f4ff;border-radius:10px;padding:20px 24px;margin:0 0 32px}.gt-example-box strong{color:#2563EB}\n.gt-related-pills{display:flex;flex-wrap:wrap;gap:10px;margin:0 0 32px}\n.gt-related-pill{background:#f7f4ef;border:1px solid #ddd8cf;border-radius:20px;padding:6px 16px;font-size:.875rem;color:#0A1628;text-decoration:none}\n.gt-faq-item{border:1px solid #ddd8cf;border-radius:10px;padding:16px 20px;margin:0 0 12px}\n.gt-type-badge{display:inline-block;background:#0A1628;color:#fff;font-size:.75rem;padding:3px 10px;border-radius:20px;margin:0 0 24px;font-family:'DM Mono',monospace}\n<\/style>\n<div class=\"gt-body\">\n<span class=\"gt-type-badge\">Technical Term<\/span><\/p>\n<div class=\"gt-def\">Regression Analysis provides a quantitative basis for decisions rather than relying on visual pattern recognition. The R-squared value tells you how much of the variation in one metric is explained by changes in another.<\/div>\n<div class=\"gt-section\">\n<h2>How Regression Analysis Works in Zoho Analytics<\/h2>\n<p>Regression Analysis in Zoho Analytics is a statistical technique to quantify the relationship between a dependent variable and one or more independent variables, producing a predictive equation and correlation coefficient.<\/p>\n<\/div>\n<div class=\"gt-section\">\n<h2>When to Use Regression Analysis<\/h2>\n<p>Use Regression Analysis when your reporting or data needs go beyond standard defaults. This feature suits organisations working with multiple data sources, varied user groups, or specific business logic. Always confirm with your Workspace Administrator before making changes that affect shared reports used by other teams.<\/p>\n<\/div>\n<div class=\"gt-section\">\n<h2>Key Considerations<\/h2>\n<p>Ensure underlying tables are clean and consistently structured before configuring Regression Analysis. Test on a duplicate report before applying changes to production dashboards. For high-traffic workspaces, schedule configuration changes during off-peak hours to avoid disrupting active users.<\/p>\n<\/div>\n<div class=\"gt-example-box\"><strong>India Example:<\/strong> An agricultural inputs company in India analyses the relationship between rainfall (mm) and pesticide sales volume using a Scatter Chart with a regression line. An R-squared of 0.82 confirms that rainfall strongly predicts pesticide demand, allowing better inventory planning for the kharif season.<\/div>\n<div class=\"gt-related-pills\"><a href=\"https:\/\/aaxonix.com\/resources\/glossary\/trend-analysis-zoho-analytics\/\" class=\"gt-related-pill sp-content-link\">Trend Analysis<\/a><a href=\"https:\/\/aaxonix.com\/resources\/glossary\/moving-average-zoho-analytics\/\" class=\"gt-related-pill sp-content-link\">Moving Average<\/a><a href=\"https:\/\/aaxonix.com\/resources\/glossary\/zia-forecast-zoho-analytics\/\" class=\"gt-related-pill sp-content-link\">Zia Forecast (Analytics)<\/a><\/div>\n<div class=\"gt-faq-item\"><strong>What is Regression Analysis in Zoho Analytics?<\/strong><\/p>\n<p>Regression Analysis measures how strongly one variable predicts another and quantifies the relationship mathematically. Linear regression fits a straight line through a scatter plot of two variables and provides the equation and R-squared value showing how well the model fits the data.<\/p>\n<\/div>\n<div class=\"gt-faq-item\"><strong>How do I perform Regression Analysis in Zoho Analytics?<\/strong><\/p>\n<p>In a Scatter Chart report, enable the Trend Line option to add a linear regression line. Zoho Analytics calculates and displays the regression equation and R-squared value. For more complex multi-variable regression, Zia predictive analysis features can be used on time-series data.<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Regression Analysis in Zoho Analytics is a statistical technique to quantify the relationship between a dependent variable and one or more independent vari<\/p>\n","protected":false},"template":"","meta":{"seo_title":"Regression Analysis | Zoho Analytics Glossary","seo_description":"Regression Analysis in Zoho Analytics is a statistical technique to quantify the relationship between a dependent variable and one or more independent vari","seo_keyword":"regression analysis zoho analytics","seo_faqs":"[{\"q\": \"What is Regression Analysis in Zoho Analytics?\", \"a\": \"Regression Analysis measures how strongly one variable predicts another and quantifies the relationship mathematically. 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For more complex multi-variable regression, Zia predictive analysis features can be used on time-series data.\"}]","term_type":"Technical","glossary_related":"","glossary_links":""},"glossary_category":[1248],"class_list":["post-4526","glossary","type-glossary","status-publish","hentry","glossary_category-zoho-analytics"],"_links":{"self":[{"href":"https:\/\/aaxonix.com\/resources\/wp-json\/wp\/v2\/glossary\/4526","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aaxonix.com\/resources\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/aaxonix.com\/resources\/wp-json\/wp\/v2\/types\/glossary"}],"wp:attachment":[{"href":"https:\/\/aaxonix.com\/resources\/wp-json\/wp\/v2\/media?parent=4526"}],"wp:term":[{"taxonomy":"glossary_category","embeddable":true,"href":"https:\/\/aaxonix.com\/resources\/wp-json\/wp\/v2\/glossary_category?post=4526"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}