{"id":227884,"date":"2024-05-30T09:03:46","date_gmt":"2024-05-30T09:03:46","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/?p=227884"},"modified":"2024-05-30T09:03:46","modified_gmt":"2024-05-30T09:03:46","slug":"what-does-the-p-value-mean-in-chi-square","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/","title":{"rendered":"What does the P value mean in chi-square?"},"content":{"rendered":"<p>Chi-square test is a statistical analysis used to determine if there is a significant association between two categorical variables. The result of this test is typically represented by a p-value, which quantifies the likelihood of observing the observed data, assuming there is no association between the variables. So, what does the p-value mean in chi-square?<\/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-the-p-value-mean-in-chi-square\/#What_Does_the_P_Value_Mean_in_Chi-Square\" title=\"What Does the P Value Mean in Chi-Square?\">What Does the P Value Mean in Chi-Square?<\/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-the-p-value-mean-in-chi-square\/#FAQs\" title=\"FAQs:\">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-the-p-value-mean-in-chi-square\/#1_Does_a_low_p-value_always_indicate_a_significant_association\" title=\"1. Does a low p-value always indicate a significant association?\">1. Does a low p-value always indicate a significant association?<\/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-the-p-value-mean-in-chi-square\/#2_What_is_the_significance_level_usually_used_to_determine_statistical_significance\" title=\"2. What is the significance level usually used to determine statistical significance?\">2. What is the significance level usually used to determine statistical significance?<\/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-the-p-value-mean-in-chi-square\/#3_Can_a_p-value_be_negative\" title=\"3. Can a p-value be negative?\">3. Can a p-value be negative?<\/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-the-p-value-mean-in-chi-square\/#4_If_the_p-value_is_above_the_significance_level_does_it_mean_the_variables_are_not_associated\" title=\"4. If the p-value is above the significance level, does it mean the variables are not associated?\">4. If the p-value is above the significance level, does it mean the variables are not associated?<\/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-the-p-value-mean-in-chi-square\/#5_What_happens_if_the_p-value_is_exactly_equal_to_the_significance_level\" title=\"5. What happens if the p-value is exactly equal to the significance level?\">5. What happens if the p-value is exactly equal to the significance level?<\/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-the-p-value-mean-in-chi-square\/#6_Can_we_quantify_the_strength_of_association_using_the_p-value\" title=\"6. Can we quantify the strength of association using the p-value?\">6. Can we quantify the strength of association using the p-value?<\/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-the-p-value-mean-in-chi-square\/#7_Can_the_chi-square_test_tell_us_the_direction_of_the_association\" title=\"7. Can the chi-square test tell us the direction of the association?\">7. Can the chi-square test tell us the direction of the association?<\/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-the-p-value-mean-in-chi-square\/#8_What_if_the_sample_size_is_small\" title=\"8. What if the sample size is small?\">8. What if the sample size is small?<\/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-the-p-value-mean-in-chi-square\/#9_Is_a_significant_p-value_always_practically_significant\" title=\"9. Is a significant p-value always practically significant?\">9. Is a significant p-value always practically significant?<\/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-the-p-value-mean-in-chi-square\/#10_Can_we_determine_causation_from_a_statistically_significant_p-value\" title=\"10. Can we determine causation from a statistically significant p-value?\">10. Can we determine causation from a statistically significant 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-the-p-value-mean-in-chi-square\/#11_Are_there_any_assumptions_underpinning_the_chi-square_test\" title=\"11. Are there any assumptions underpinning the chi-square test?\">11. Are there any assumptions underpinning the chi-square test?<\/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-the-p-value-mean-in-chi-square\/#12_What_should_we_do_if_the_p-value_is_not_significant\" title=\"12. What should we do if the p-value is not significant?\">12. What should we do if the p-value is not significant?<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"What_Does_the_P_Value_Mean_in_Chi-Square\"><\/span><b>What Does the P Value Mean in Chi-Square?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The p-value in chi-square represents the probability of observing the data or more extreme results if there is no true association between the variables being analyzed. It measures the strength of the evidence against the null hypothesis, which states that there is no association between the variables.<\/p>\n<p>A low p-value suggests strong evidence against the null hypothesis, indicating that the variables are likely associated. Conversely, a high p-value suggests weak evidence against the null hypothesis, indicating that the variables are likely not associated. <\/p>\n<p>Therefore, the p-value helps researchers determine if the observed association between variables is statistically significant or simply due to random chance.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"FAQs\"><\/span>FAQs:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"1_Does_a_low_p-value_always_indicate_a_significant_association\"><\/span>1. Does a low p-value always indicate a significant association?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nA low p-value indicates strong evidence against the null hypothesis, suggesting a significant association. However, it is essential to consider other factors such as effect size and sample size.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_What_is_the_significance_level_usually_used_to_determine_statistical_significance\"><\/span>2. What is the significance level usually used to determine statistical significance?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe significance level, often denoted as \u03b1 (alpha), is commonly set to 0.05 or 0.01, indicating a 5% or 1% threshold, respectively. If the p-value is lower than the significance level, the association is considered statistically significant.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Can_a_p-value_be_negative\"><\/span>3. Can a p-value be negative?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a p-value cannot be negative. It is a probability value that ranges from 0 to 1.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_If_the_p-value_is_above_the_significance_level_does_it_mean_the_variables_are_not_associated\"><\/span>4. If the p-value is above the significance level, does it mean the variables are not associated?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNot necessarily. A p-value above the significance level suggests weak evidence against the null hypothesis. It does not definitively prove the absence of association, but rather fails to reject it.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_What_happens_if_the_p-value_is_exactly_equal_to_the_significance_level\"><\/span>5. What happens if the p-value is exactly equal to the significance level?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the p-value is equal to the significance level, it is considered borderline. It is common practice to report it as significant or non-significant based on the pre-defined significance level.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Can_we_quantify_the_strength_of_association_using_the_p-value\"><\/span>6. Can we quantify the strength of association using the p-value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, the p-value solely indicates the evidence against the null hypothesis, not the strength of association. To quantify the strength of association, one must look at other measures, such as odds ratios or Cramer&#8217;s V.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Can_the_chi-square_test_tell_us_the_direction_of_the_association\"><\/span>7. Can the chi-square test tell us the direction of the association?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, the chi-square test does not provide information about the direction of the association. It only determines if there is an association between the variables.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_What_if_the_sample_size_is_small\"><\/span>8. What if the sample size is small?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nWith a small sample size, the chi-square test may produce unreliable results. It is advisable to interpret the p-value with caution and consider the effect size and other relevant factors.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Is_a_significant_p-value_always_practically_significant\"><\/span>9. Is a significant p-value always practically significant?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a p-value may indicate statistical significance but not practical significance. Researchers should examine the effect size and consider the context of the study to assess practical significance.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_Can_we_determine_causation_from_a_statistically_significant_p-value\"><\/span>10. Can we determine causation from a statistically significant p-value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, statistical significance does not imply causation. Additional research and analysis are required to establish a causal relationship between variables.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_Are_there_any_assumptions_underpinning_the_chi-square_test\"><\/span>11. Are there any assumptions underpinning the chi-square test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, the chi-square test assumes that the observed data represent a random sample, the observations are independent, and the expected cell frequencies are not very small.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_What_should_we_do_if_the_p-value_is_not_significant\"><\/span>12. What should we do if the p-value is not significant?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the p-value is not significant, it does not necessarily mean that the variables are not associated. It is important to consider other factors, such as study design, effect size, and the objectives of the research.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Chi-square test is a statistical analysis used to determine if there is a significant association between two categorical variables. The result of this test is typically represented by a p-value, which quantifies the likelihood of observing the observed data, assuming there is no association between the variables. So, what does the p-value mean in chi-square? &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"What does the P value mean in chi-square?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/#more-227884\">Read more<span class=\"screen-reader-text\">What does the P value mean in chi-square?<\/span><\/a><\/p>\n","protected":false},"author":57,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-227884","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 the P value mean in chi-square?<\/title>\n<meta name=\"description\" content=\"Chi-square test is a statistical analysis used to determine if there is a significant association between two categorical variables. The result of this\" \/>\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-the-p-value-mean-in-chi-square\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What does the P value mean in chi-square?\" \/>\n<meta property=\"og:description\" content=\"Chi-square test is a statistical analysis used to determine if there is a significant association between two categorical variables. The result of this\" \/>\n<meta property=\"og:url\" content=\"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/\" \/>\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=\"2024-05-30T09:03:46+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=\"Casey Mayer\" \/>\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=\"Casey Mayer\" \/>\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-the-p-value-mean-in-chi-square\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/\"},\"author\":{\"name\":\"Casey Mayer\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/89e431077ef417dfaa131f435124f18f\"},\"headline\":\"What does the P value mean in chi-square?\",\"datePublished\":\"2024-05-30T09:03:46+00:00\",\"dateModified\":\"2024-05-30T09:03:46+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/\"},\"wordCount\":627,\"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-the-p-value-mean-in-chi-square\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/\",\"url\":\"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/\",\"name\":\"What does the P value mean in chi-square?\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#website\"},\"datePublished\":\"2024-05-30T09:03:46+00:00\",\"dateModified\":\"2024-05-30T09:03:46+00:00\",\"description\":\"Chi-square test is a statistical analysis used to determine if there is a significant association between two categorical variables. The result of this\",\"breadcrumb\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/namso-gen.co\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What does the P value mean in chi-square?\"}]},{\"@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\/89e431077ef417dfaa131f435124f18f\",\"name\":\"Casey Mayer\",\"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\":\"Casey Mayer\"},\"description\":\"Guest author Casey Mayer 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 the P value mean in chi-square?","description":"Chi-square test is a statistical analysis used to determine if there is a significant association between two categorical variables. The result of this","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-the-p-value-mean-in-chi-square\/","og_locale":"en_US","og_type":"article","og_title":"What does the P value mean in chi-square?","og_description":"Chi-square test is a statistical analysis used to determine if there is a significant association between two categorical variables. The result of this","og_url":"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/","og_site_name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","article_publisher":"https:\/\/www.facebook.com\/synchronyfinancial","article_published_time":"2024-05-30T09:03:46+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":"Casey Mayer","twitter_card":"summary_large_image","twitter_creator":"@synchrony","twitter_site":"@synchrony","twitter_misc":{"Written by":"Casey Mayer","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/#article","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/"},"author":{"name":"Casey Mayer","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/89e431077ef417dfaa131f435124f18f"},"headline":"What does the P value mean in chi-square?","datePublished":"2024-05-30T09:03:46+00:00","dateModified":"2024-05-30T09:03:46+00:00","mainEntityOfPage":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/"},"wordCount":627,"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-the-p-value-mean-in-chi-square\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/","url":"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/","name":"What does the P value mean in chi-square?","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/#website"},"datePublished":"2024-05-30T09:03:46+00:00","dateModified":"2024-05-30T09:03:46+00:00","description":"Chi-square test is a statistical analysis used to determine if there is a significant association between two categorical variables. The result of this","breadcrumb":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/namso-gen.co\/blog\/what-does-the-p-value-mean-in-chi-square\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/namso-gen.co\/blog\/"},{"@type":"ListItem","position":2,"name":"What does the P value mean in chi-square?"}]},{"@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\/89e431077ef417dfaa131f435124f18f","name":"Casey Mayer","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":"Casey Mayer"},"description":"Guest author Casey Mayer 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\/227884","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\/57"}],"replies":[{"embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/comments?post=227884"}],"version-history":[{"count":0,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts\/227884\/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=227884"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/categories?post=227884"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/tags?post=227884"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}