{"id":249201,"date":"2024-07-19T12:34:48","date_gmt":"2024-07-19T12:34:48","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/?p=249201"},"modified":"2024-07-19T12:34:48","modified_gmt":"2024-07-19T12:34:48","slug":"what-does-p-value-in-linear-regression-mean","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/","title":{"rendered":"What does p-value in linear regression mean?"},"content":{"rendered":"<p>Linear regression is a widely used statistical technique employed to model the relationship between a dependent variable and one or more independent variables. When interpreting the results of a linear regression analysis, one statistic that often attracts attention is the p-value. Many people wonder what the p-value in linear regression means and how it influences the interpretation of the model.<\/p>\n<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-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#What_does_p-value_in_linear_regression_mean\" title=\"What does p-value in linear regression mean?\">What does p-value in linear regression mean?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#Related_FAQs\" title=\"Related FAQs:\">Related FAQs:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#1_What_is_the_significance_level\" title=\"1. What is the significance level?\">1. What is the significance level?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#2_Why_is_the_p-value_important\" title=\"2. Why is the p-value important?\">2. Why is the p-value important?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#3_What_if_the_p-value_is_less_than_the_significance_level\" title=\"3. What if the p-value is less than the significance level?\">3. What if the p-value is less than the significance level?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#4_What_if_the_p-value_is_greater_than_the_significance_level\" title=\"4. What if the p-value is greater than the significance level?\">4. What if the p-value is greater than the significance level?<\/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-p-value-in-linear-regression-mean\/#5_Can_we_ignore_p-values\" title=\"5. Can we ignore p-values?\">5. Can we ignore p-values?<\/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-p-value-in-linear-regression-mean\/#6_Can_a_non-significant_p-value_imply_no_relationship_at_all\" title=\"6. Can a non-significant p-value imply no relationship at all?\">6. Can a non-significant p-value imply no relationship at all?<\/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-p-value-in-linear-regression-mean\/#7_Is_a_significant_p-value_enough_to_establish_causality\" title=\"7. Is a significant p-value enough to establish causality?\">7. Is a significant p-value enough to establish causality?<\/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-p-value-in-linear-regression-mean\/#8_Can_a_significant_p-value_indicate_a_strong_relationship\" title=\"8. Can a significant p-value indicate a strong relationship?\">8. Can a significant p-value indicate a strong relationship?<\/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-p-value-in-linear-regression-mean\/#9_Can_small_p-values_be_misleading\" title=\"9. Can small p-values be misleading?\">9. Can small p-values be misleading?<\/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-p-value-in-linear-regression-mean\/#10_Is_there_a_maximum_or_minimum_value_for_the_p-value\" title=\"10. Is there a maximum or minimum value for the p-value?\">10. Is there a maximum or minimum value for the p-value?<\/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-p-value-in-linear-regression-mean\/#11_Is_the_p-value_affected_by_sample_size\" title=\"11. Is the p-value affected by sample size?\">11. Is the p-value affected by sample size?<\/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-p-value-in-linear-regression-mean\/#12_Should_I_solely_rely_on_p-values_for_decision_making\" title=\"12. Should I solely rely on p-values for decision making?\">12. Should I solely rely on p-values for decision making?<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"What_does_p-value_in_linear_regression_mean\"><\/span>What does p-value in linear regression mean?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The p-value in linear regression is a statistical measure that helps determine the significance of the relationship between the independent variables and the dependent variable. It quantifies the probability that the observed relationship between the variables occurred by chance alone.<\/p>\n<p>In simple terms, the p-value assesses the likelihood of obtaining the observed regression coefficient or more extreme values if there were no real relationship between the variables. It is a way of testing the null hypothesis that there is no significant relationship between the independent variables and the dependent variable.<\/p>\n<p>A p-value is typically compared to a predetermined threshold, known as the significance level (often set at 0.05 or 0.01). If the p-value is lower than the significance level, it is considered statistically significant, suggesting that the relationship between the variables is unlikely to have occurred by chance. Conversely, if the p-value exceeds the significance level, the relationship is deemed not statistically significant.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Related_FAQs\"><\/span>Related FAQs:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"1_What_is_the_significance_level\"><\/span>1. What is the significance level?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe significance level is the threshold set to determine whether a p-value is statistically significant. It represents the probability of rejecting the null hypothesis when it is true.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Why_is_the_p-value_important\"><\/span>2. Why is the p-value important?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe p-value helps researchers assess the strength and significance of the relationship between variables in linear regression. It enables them to make informed decisions about the validity and implications of their findings.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_What_if_the_p-value_is_less_than_the_significance_level\"><\/span>3. What if the p-value is less than the significance level?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the p-value is less than the significance level, it suggests a statistically significant relationship between the variables. This implies that the observed relationship is likely to be genuine and not due to chance.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_What_if_the_p-value_is_greater_than_the_significance_level\"><\/span>4. What if the p-value is greater than the significance level?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the p-value exceeds the significance level, it indicates a lack of statistical significance. This means that the relationship between the variables is likely due to chance and not a meaningful association.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Can_we_ignore_p-values\"><\/span>5. Can we ignore p-values?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nWhile p-values provide valuable insights, they should not be the sole basis for drawing conclusions. It is important to consider the effect size, the context, and the underlying assumptions of the regression model to make informed interpretations.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Can_a_non-significant_p-value_imply_no_relationship_at_all\"><\/span>6. Can a non-significant p-value imply no relationship at all?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a non-significant p-value does not imply the absence of a relationship. It only suggests that the observed relationship is not statistically significant, and other factors may be influencing the variables&#8217; association.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Is_a_significant_p-value_enough_to_establish_causality\"><\/span>7. Is a significant p-value enough to establish causality?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a significant p-value alone is insufficient to establish causality. It only confirms the presence of an association, and further research or experimental design is necessary to examine causal relationships.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Can_a_significant_p-value_indicate_a_strong_relationship\"><\/span>8. Can a significant p-value indicate a strong relationship?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nA significant p-value indicates a statistically significant relationship, but it does not necessarily imply a strong relationship. The strength of the relationship is better evaluated through effect sizes and other measures of association.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Can_small_p-values_be_misleading\"><\/span>9. Can small p-values be misleading?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nSmall p-values can be misleading if the underlying assumptions of the regression model are violated, leading to unreliable results. It is crucial to assess the assumptions and limitations of the model while interpreting p-values.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_Is_there_a_maximum_or_minimum_value_for_the_p-value\"><\/span>10. Is there a maximum or minimum value for the p-value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe p-value does not have a maximum or minimum value. It can range from 0.0 to 1.0, where values closer to 0.0 suggest stronger evidence against the null hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_Is_the_p-value_affected_by_sample_size\"><\/span>11. Is the p-value affected by sample size?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, the p-value can be influenced by sample size. Larger sample sizes tend to provide more precise estimates, resulting in more statistically significant p-values for the same effect size.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_Should_I_solely_rely_on_p-values_for_decision_making\"><\/span>12. Should I solely rely on p-values for decision making?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, decision making should not solely rely on p-values. It is crucial to consider the overall context, scientific reasoning, and other measures of the relationship&#8217;s magnitude and practical significance.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Linear regression is a widely used statistical technique employed to model the relationship between a dependent variable and one or more independent variables. When interpreting the results of a linear regression analysis, one statistic that often attracts attention is the p-value. Many people wonder what the p-value in linear regression means and how it influences &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"What does p-value in linear regression mean?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#more-249201\">Read more<span class=\"screen-reader-text\">What does p-value in linear regression mean?<\/span><\/a><\/p>\n","protected":false},"author":63,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-249201","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 p-value in linear regression mean?<\/title>\n<meta name=\"description\" content=\"Linear regression is a widely used statistical technique employed to model the relationship between a dependent variable and one or more independent\" \/>\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-p-value-in-linear-regression-mean\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What does p-value in linear regression mean?\" \/>\n<meta property=\"og:description\" content=\"Linear regression is a widely used statistical technique employed to model the relationship between a dependent variable and one or more independent\" \/>\n<meta property=\"og:url\" content=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/\" \/>\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=\"2024-07-19T12:34:48+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=\"Velma Ogden\" \/>\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=\"Velma Ogden\" \/>\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-p-value-in-linear-regression-mean\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/\"},\"author\":{\"name\":\"Velma Ogden\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/fc93d9bf0970ea3275be2a8bb1824bee\"},\"headline\":\"What does p-value in linear regression mean?\",\"datePublished\":\"2024-07-19T12:34:48+00:00\",\"dateModified\":\"2024-07-19T12:34:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/\"},\"wordCount\":693,\"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-p-value-in-linear-regression-mean\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/\",\"url\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/\",\"name\":\"What does p-value in linear regression mean?\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#website\"},\"datePublished\":\"2024-07-19T12:34:48+00:00\",\"dateModified\":\"2024-07-19T12:34:48+00:00\",\"description\":\"Linear regression is a widely used statistical technique employed to model the relationship between a dependent variable and one or more independent\",\"breadcrumb\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/namso-gen.co\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What does p-value in linear regression mean?\"}]},{\"@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\/fc93d9bf0970ea3275be2a8bb1824bee\",\"name\":\"Velma Ogden\",\"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\":\"Velma Ogden\"},\"description\":\"Guest author Velma Ogden 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 p-value in linear regression mean?","description":"Linear regression is a widely used statistical technique employed to model the relationship between a dependent variable and one or more independent","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-p-value-in-linear-regression-mean\/","og_locale":"en_US","og_type":"article","og_title":"What does p-value in linear regression mean?","og_description":"Linear regression is a widely used statistical technique employed to model the relationship between a dependent variable and one or more independent","og_url":"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/","og_site_name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","article_publisher":"https:\/\/www.facebook.com\/synchronyfinancial","article_published_time":"2024-07-19T12:34:48+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":"Velma Ogden","twitter_card":"summary_large_image","twitter_creator":"@synchrony","twitter_site":"@synchrony","twitter_misc":{"Written by":"Velma Ogden","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#article","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/"},"author":{"name":"Velma Ogden","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/fc93d9bf0970ea3275be2a8bb1824bee"},"headline":"What does p-value in linear regression mean?","datePublished":"2024-07-19T12:34:48+00:00","dateModified":"2024-07-19T12:34:48+00:00","mainEntityOfPage":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/"},"wordCount":693,"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-p-value-in-linear-regression-mean\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/","url":"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/","name":"What does p-value in linear regression mean?","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/#website"},"datePublished":"2024-07-19T12:34:48+00:00","dateModified":"2024-07-19T12:34:48+00:00","description":"Linear regression is a widely used statistical technique employed to model the relationship between a dependent variable and one or more independent","breadcrumb":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-in-linear-regression-mean\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/namso-gen.co\/blog\/"},{"@type":"ListItem","position":2,"name":"What does p-value in linear regression mean?"}]},{"@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\/fc93d9bf0970ea3275be2a8bb1824bee","name":"Velma Ogden","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":"Velma Ogden"},"description":"Guest author Velma Ogden 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\/249201","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\/63"}],"replies":[{"embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/comments?post=249201"}],"version-history":[{"count":0,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts\/249201\/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=249201"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/categories?post=249201"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/tags?post=249201"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}