{"id":262427,"date":"2024-04-25T16:35:47","date_gmt":"2024-04-25T16:35:47","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/?p=262427"},"modified":"2024-04-25T16:35:47","modified_gmt":"2024-04-25T16:35:47","slug":"what-does-a-negative-adjusted-r-squared-value-signify","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/","title":{"rendered":"What does a negative adjusted R-squared value signify?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_62 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#Introduction\" title=\"Introduction\">Introduction<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#Understanding_R-squared\" title=\"Understanding R-squared\">Understanding R-squared<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#The_interpretation_of_adjusted_R-squared\" title=\"The interpretation of adjusted R-squared\">The interpretation of adjusted R-squared<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#What_does_a_negative_adjusted_R-squared_value_signify\" title=\"What does a negative adjusted R-squared value signify?\">What does a negative adjusted R-squared value signify?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#Common_reasons_for_negative_adjusted_R-squared_values\" title=\"Common reasons for negative adjusted R-squared values\">Common reasons for negative adjusted R-squared values<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#1_Multicollinearity\" title=\"1. Multicollinearity:\">1. Multicollinearity:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#2_Incorrect_functional_form\" title=\"2. Incorrect functional form:\">2. Incorrect functional form:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#3_Irrelevant_predictors\" title=\"3. Irrelevant predictors:\">3. Irrelevant predictors:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#4_Missing_important_predictors\" title=\"4. Missing important predictors:\">4. Missing important predictors:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#5_Outliers_or_influential_data_points\" title=\"5. Outliers or influential data points:\">5. Outliers or influential data points:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#6_Overfitting\" title=\"6. Overfitting:\">6. Overfitting:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#7_Nonlinear_relationship\" title=\"7. Nonlinear relationship:\">7. Nonlinear relationship:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#8_Restricted_range\" title=\"8. Restricted range:\">8. Restricted range:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#9_Heteroscedasticity\" title=\"9. Heteroscedasticity:\">9. Heteroscedasticity:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#10_Measurement_errors\" title=\"10. Measurement errors:\">10. Measurement errors:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#11_Incorrect_model_assumptions\" title=\"11. Incorrect model assumptions:\">11. Incorrect model assumptions:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#12_Insufficient_sample_size\" title=\"12. Insufficient sample size:\">12. Insufficient sample size:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#Conclusion\" title=\"Conclusion\">Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Introduction\"><\/span>Introduction<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\nIn statistics, the adjusted R-squared is a measure used to evaluate the goodness-of-fit of a regression model. While the R-squared value represents the proportion of variance explained by the model, a negative adjusted R-squared value indicates a poor fit of the model to the data. Let&#8217;s delve deeper into what this negative value signifies and its implications.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Understanding_R-squared\"><\/span>Understanding R-squared<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\nR-squared, also known as the coefficient of determination, quantifies the proportion of the response variable&#8217;s variance that is explained by the regression model. It ranges from 0 to 1, where 0 indicates no relationship between the model and the data, and 1 represents a perfect fit.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_interpretation_of_adjusted_R-squared\"><\/span>The interpretation of adjusted R-squared<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\nThe adjusted R-squared adjusts the R-squared value by the number of predictors and the sample size, providing a penalty for overfitting. It is particularly useful when comparing models with a different number of predictors. A higher adjusted R-squared typically suggests a better model fit, whereas a lower value indicates a less adequate fit.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_does_a_negative_adjusted_R-squared_value_signify\"><\/span><b>What does a negative adjusted R-squared value signify?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\nA negative adjusted R-squared value signifies that the chosen regression model is worse than using no model at all. It suggests that the model fails to capture any linear relationship between the predictors and the response variable. This outcome can occur due to various reasons, such as inappropriate model selection, flawed data, or a sample size that is too small for the number of predictors.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Common_reasons_for_negative_adjusted_R-squared_values\"><\/span>Common reasons for negative adjusted R-squared values<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\nNegative adjusted R-squared values can arise due to several factors, including:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Multicollinearity\"><\/span>1. Multicollinearity:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nWhen predictors in the model are highly correlated with each other, the model may fail to distinguish their individual effects, leading to a poor fit.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Incorrect_functional_form\"><\/span>2. Incorrect functional form:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nChoosing an incorrect functional form that does not adequately represent the relationship between the predictors and the response variable may yield negative adjusted R-squared values.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Irrelevant_predictors\"><\/span>3. Irrelevant predictors:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIncluding predictors that have no meaningful relationship with the response variable can degrade the model&#8217;s fit and result in a negative adjusted R-squared value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Missing_important_predictors\"><\/span>4. Missing important predictors:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nOmitting important predictors from the model can lead to an inadequate fit and result in a negative adjusted R-squared value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Outliers_or_influential_data_points\"><\/span>5. Outliers or influential data points:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe presence of outliers or influential data points can distort the relationship between predictors and the response variable, leading to a poor model fit and a negative adjusted R-squared value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Overfitting\"><\/span>6. Overfitting:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIncluding too many predictors in the model relative to the sample size can result in overfitting, where the model becomes too complex and fails to generalize well to new data.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Nonlinear_relationship\"><\/span>7. Nonlinear relationship:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIn cases where the relationship between the predictors and response variable is nonlinear, a linear regression model may not be appropriate, leading to a negative adjusted R-squared value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Restricted_range\"><\/span>8. Restricted range:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the range of values for the predictors is limited, it can restrict the model&#8217;s ability to capture the full relationship, resulting in a negative adjusted R-squared value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Heteroscedasticity\"><\/span>9. Heteroscedasticity:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nWhen the variability of the response variable is not consistent across different values of the predictors, heteroscedasticity can adversely impact the model&#8217;s fit and produce a negative adjusted R-squared value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_Measurement_errors\"><\/span>10. Measurement errors:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nInaccurate or imprecise measurements of the predictors or the response variable can introduce noise into the model, leading to a poor fit and a negative adjusted R-squared value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_Incorrect_model_assumptions\"><\/span>11. Incorrect model assumptions:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the underlying assumptions of the regression model are violated, such as the assumption of linearity, independence, or constant variance of errors, it can result in a poor fit and a negative adjusted R-squared value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_Insufficient_sample_size\"><\/span>12. Insufficient sample size:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nWhen the number of observations is too small relative to the number of predictors, it can lead to an inflated variance and unreliable estimates, resulting in a negative adjusted R-squared value.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\nA negative adjusted R-squared value highlights the inadequacy of the chosen regression model to explain the relationship between the predictors and the response variable. It indicates a lack of fit and may serve as a warning sign to reassess the model and potentially explore alternate approaches. Understanding the reasons behind this negative value can help identify areas for improvement and guide the development of a more appropriate and accurate model.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction In statistics, the adjusted R-squared is a measure used to evaluate the goodness-of-fit of a regression model. While the R-squared value represents the proportion of variance explained by the model, a negative adjusted R-squared value indicates a poor fit of the model to the data. Let&#8217;s delve deeper into what this negative value signifies &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"What does a negative adjusted R-squared value signify?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#more-262427\">Read more<span class=\"screen-reader-text\">What does a negative adjusted R-squared value signify?<\/span><\/a><\/p>\n","protected":false},"author":66,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-262427","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learn","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What does a negative adjusted R-squared value signify?<\/title>\n<meta name=\"description\" content=\"Introduction In statistics, the adjusted R-squared is a measure used to evaluate the goodness-of-fit of a regression model. While the R-squared value\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What does a negative adjusted R-squared value signify?\" \/>\n<meta property=\"og:description\" content=\"Introduction In statistics, the adjusted R-squared is a measure used to evaluate the goodness-of-fit of a regression model. While the R-squared value\" \/>\n<meta property=\"og:url\" content=\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/\" \/>\n<meta property=\"og:site_name\" content=\"Namso Gen Blog - Free Credit Card Generator [100% Valid]\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/synchronyfinancial\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-25T16:35:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2024\/03\/faq.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Jamie Steele\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@synchrony\" \/>\n<meta name=\"twitter:site\" content=\"@synchrony\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jamie Steele\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/\"},\"author\":{\"name\":\"Jamie Steele\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/4938663f06a1cff2dff5c1af38d151c0\"},\"headline\":\"What does a negative adjusted R-squared value signify?\",\"datePublished\":\"2024-04-25T16:35:47+00:00\",\"dateModified\":\"2024-04-25T16:35:47+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/\"},\"wordCount\":692,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#organization\"},\"articleSection\":[\"Learn\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/\",\"url\":\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/\",\"name\":\"What does a negative adjusted R-squared value signify?\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#website\"},\"datePublished\":\"2024-04-25T16:35:47+00:00\",\"dateModified\":\"2024-04-25T16:35:47+00:00\",\"description\":\"Introduction In statistics, the adjusted R-squared is a measure used to evaluate the goodness-of-fit of a regression model. While the R-squared value\",\"breadcrumb\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/namso-gen.co\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What does a negative adjusted R-squared value signify?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#website\",\"url\":\"https:\/\/namso-gen.co\/blog\/\",\"name\":\"Namso Gen Blog - Free Credit Card Generator [100% Valid]\",\"description\":\"In Namso gen blog you can get many tips regarding to Credit cards, VCC, Credit card security etc. You can generate credit cards by using Namso-gen.co\",\"publisher\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/namso-gen.co\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#organization\",\"name\":\"Namso Gen Blog - Free Credit Card Generator [100% Valid]\",\"url\":\"https:\/\/namso-gen.co\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2020\/07\/namso-gen-logo.png\",\"contentUrl\":\"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2020\/07\/namso-gen-logo.png\",\"width\":500,\"height\":164,\"caption\":\"Namso Gen Blog - Free Credit Card Generator [100% Valid]\"},\"image\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/synchronyfinancial\",\"https:\/\/twitter.com\/synchrony\",\"https:\/\/www.youtube.com\/synchronyfinancial\",\"https:\/\/www.instagram.com\/synchrony\",\"https:\/\/www.linkedin.com\/company\/synchrony-financial\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/4938663f06a1cff2dff5c1af38d151c0\",\"name\":\"Jamie Steele\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g\",\"caption\":\"Jamie Steele\"},\"description\":\"Guest author Jamie Steele has meticulously crafted and revised this article to the best of their knowledge and understanding. Readers are strongly advised to exercise caution, verify information independently, and rely on their own judgment when considering the information provided. Read more articles on Namso Gen here.\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"What does a negative adjusted R-squared value signify?","description":"Introduction In statistics, the adjusted R-squared is a measure used to evaluate the goodness-of-fit of a regression model. While the R-squared value","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/","og_locale":"en_US","og_type":"article","og_title":"What does a negative adjusted R-squared value signify?","og_description":"Introduction In statistics, the adjusted R-squared is a measure used to evaluate the goodness-of-fit of a regression model. While the R-squared value","og_url":"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/","og_site_name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","article_publisher":"https:\/\/www.facebook.com\/synchronyfinancial","article_published_time":"2024-04-25T16:35:47+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2024\/03\/faq.png","type":"image\/png"}],"author":"Jamie Steele","twitter_card":"summary_large_image","twitter_creator":"@synchrony","twitter_site":"@synchrony","twitter_misc":{"Written by":"Jamie Steele","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#article","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/"},"author":{"name":"Jamie Steele","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/4938663f06a1cff2dff5c1af38d151c0"},"headline":"What does a negative adjusted R-squared value signify?","datePublished":"2024-04-25T16:35:47+00:00","dateModified":"2024-04-25T16:35:47+00:00","mainEntityOfPage":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/"},"wordCount":692,"commentCount":0,"publisher":{"@id":"https:\/\/namso-gen.co\/blog\/#organization"},"articleSection":["Learn"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/","url":"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/","name":"What does a negative adjusted R-squared value signify?","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/#website"},"datePublished":"2024-04-25T16:35:47+00:00","dateModified":"2024-04-25T16:35:47+00:00","description":"Introduction In statistics, the adjusted R-squared is a measure used to evaluate the goodness-of-fit of a regression model. While the R-squared value","breadcrumb":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/namso-gen.co\/blog\/what-does-a-negative-adjusted-r-squared-value-signify\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/namso-gen.co\/blog\/"},{"@type":"ListItem","position":2,"name":"What does a negative adjusted R-squared value signify?"}]},{"@type":"WebSite","@id":"https:\/\/namso-gen.co\/blog\/#website","url":"https:\/\/namso-gen.co\/blog\/","name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","description":"In Namso gen blog you can get many tips regarding to Credit cards, VCC, Credit card security etc. You can generate credit cards by using Namso-gen.co","publisher":{"@id":"https:\/\/namso-gen.co\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/namso-gen.co\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/namso-gen.co\/blog\/#organization","name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","url":"https:\/\/namso-gen.co\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2020\/07\/namso-gen-logo.png","contentUrl":"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2020\/07\/namso-gen-logo.png","width":500,"height":164,"caption":"Namso Gen Blog - Free Credit Card Generator [100% Valid]"},"image":{"@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/synchronyfinancial","https:\/\/twitter.com\/synchrony","https:\/\/www.youtube.com\/synchronyfinancial","https:\/\/www.instagram.com\/synchrony","https:\/\/www.linkedin.com\/company\/synchrony-financial"]},{"@type":"Person","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/4938663f06a1cff2dff5c1af38d151c0","name":"Jamie Steele","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g","caption":"Jamie Steele"},"description":"Guest author Jamie Steele has meticulously crafted and revised this article to the best of their knowledge and understanding. Readers are strongly advised to exercise caution, verify information independently, and rely on their own judgment when considering the information provided. Read more articles on Namso Gen here."}]}},"_links":{"self":[{"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts\/262427","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/users\/66"}],"replies":[{"embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/comments?post=262427"}],"version-history":[{"count":0,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts\/262427\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/media\/107420"}],"wp:attachment":[{"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/media?parent=262427"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/categories?post=262427"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/tags?post=262427"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}