{"id":249296,"date":"2024-05-13T14:38:10","date_gmt":"2024-05-13T14:38:10","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/?p=249296"},"modified":"2024-05-13T14:38:10","modified_gmt":"2024-05-13T14:38:10","slug":"what-does-p-value-mean-for-chi-square","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/","title":{"rendered":"What does p-value mean for chi-square?"},"content":{"rendered":"<p>Chi-square (\u03c7\u00b2) test is a statistical method used to determine if there is a significant association between categorical variables. It examines the difference between observed and expected values in a contingency table. The p-value, a crucial component of the chi-square test, helps us assess the statistical significance of these differences.<\/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-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/#Understanding_the_p-value_in_chi-square\" title=\"Understanding the p-value in chi-square\">Understanding the p-value in chi-square<\/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-p-value-mean-for-chi-square\/#What_does_p-value_mean_for_chi-square\" title=\"What does p-value mean for chi-square?\">What does p-value mean for chi-square?<\/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-p-value-mean-for-chi-square\/#12_related_or_similar_FAQs_about_p-value_in_chi-square\" title=\"12 related or similar FAQs about p-value in chi-square:\">12 related or similar FAQs about p-value in chi-square:<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/#1_What_is_the_significance_level_alpha_used_when_interpreting_p-values_in_chi-square\" title=\"1. What is the significance level (alpha) used when interpreting p-values in chi-square?\">1. What is the significance level (alpha) used when interpreting p-values in chi-square?<\/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-mean-for-chi-square\/#2_How_do_we_interpret_a_p-value_below_the_significance_level\" title=\"2. How do we interpret a p-value below the significance level?\">2. How do we interpret a p-value below 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-mean-for-chi-square\/#3_Can_the_p-value_be_zero_or_negative\" title=\"3. Can the p-value be zero or negative?\">3. Can the p-value be zero or negative?<\/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-mean-for-chi-square\/#4_What_if_the_p-value_is_above_the_significance_level\" title=\"4. What if the p-value is above the significance level?\">4. What if the p-value is above 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-p-value-mean-for-chi-square\/#5_How_does_sample_size_affect_the_p-value\" title=\"5. How does sample size affect the p-value?\">5. How does sample size affect 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-p-value-mean-for-chi-square\/#6_Can_we_determine_the_strength_or_magnitude_of_an_association_from_the_p-value\" title=\"6. Can we determine the strength or magnitude of an association from the p-value?\">6. Can we determine the strength or magnitude of an association from the p-value?<\/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-mean-for-chi-square\/#7_Is_a_small_p-value_always_meaningful\" title=\"7. Is a small p-value always meaningful?\">7. Is a small p-value always meaningful?<\/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-mean-for-chi-square\/#8_Can_we_conclude_that_two_variables_are_independent_if_the_p-value_is_high\" title=\"8. Can we conclude that two variables are independent if the p-value is high?\">8. Can we conclude that two variables are independent if the p-value is high?<\/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-mean-for-chi-square\/#9_Can_we_compare_p-values_from_different_chi-square_tests\" title=\"9. Can we compare p-values from different chi-square tests?\">9. Can we compare p-values from different chi-square tests?<\/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-mean-for-chi-square\/#10_How_can_the_chi-square_test_be_used_in_research_or_practical_applications\" title=\"10. How can the chi-square test be used in research or practical applications?\">10. How can the chi-square test be used in research or practical applications?<\/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-mean-for-chi-square\/#11_Are_there_any_assumptions_or_requirements_for_using_the_chi-square_test\" title=\"11. Are there any assumptions or requirements for using the chi-square test?\">11. Are there any assumptions or requirements for using 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-15\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/#12_Can_the_chi-square_test_be_used_for_continuous_data\" title=\"12. Can the chi-square test be used for continuous data?\">12. Can the chi-square test be used for continuous data?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Understanding_the_p-value_in_chi-square\"><\/span>Understanding the p-value in chi-square<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>When conducting a chi-square test, we start by stating a null hypothesis (H\u2080) that assumes no association between the variables. The alternative hypothesis (H\u2081) suggests the presence of a relationship. The p-value provides a measure of evidence against the null hypothesis.<\/p>\n<p>The p-value represents the probability of obtaining the observed results or more extreme results, given that the null hypothesis is true. It measures the strength of evidence against the null hypothesis. A low p-value indicates strong evidence against H\u2080, suggesting that we reject it in favor of the alternative hypothesis.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_does_p-value_mean_for_chi-square\"><\/span>What does p-value mean for chi-square?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\n**The p-value for chi-square measures the probability of obtaining the observed association between categorical variables, or a more extreme association, if there was no actual association in the population (null hypothesis). A lower p-value indicates a higher likelihood of a genuine association.**<\/p>\n<h2><span class=\"ez-toc-section\" id=\"12_related_or_similar_FAQs_about_p-value_in_chi-square\"><\/span>12 related or similar FAQs about p-value in chi-square:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"1_What_is_the_significance_level_alpha_used_when_interpreting_p-values_in_chi-square\"><\/span>1. What is the significance level (alpha) used when interpreting p-values in chi-square?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe significance level, or alpha (\u03b1), is chosen before conducting the test and represents the threshold for rejecting the null hypothesis. Commonly used values are 0.05 or 0.01.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_How_do_we_interpret_a_p-value_below_the_significance_level\"><\/span>2. How do we interpret a p-value below the significance level?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nA p-value below the significance level suggests strong evidence to reject the null hypothesis. It indicates a statistically significant association between the variables.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Can_the_p-value_be_zero_or_negative\"><\/span>3. Can the p-value be zero or negative?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a p-value cannot be zero or negative. It is always a value between 0 and 1. A value close to zero indicates strong evidence against the null hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_What_if_the_p-value_is_above_the_significance_level\"><\/span>4. What if the p-value is above the significance level?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the p-value is greater than the chosen significance level, we fail to reject the null hypothesis. It suggests that there is not enough evidence to support the presence of a significant association.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_How_does_sample_size_affect_the_p-value\"><\/span>5. How does sample size affect the p-value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nLarger sample sizes tend to give more precise estimates, reducing the variability of results. Consequently, larger sample sizes often lead to lower p-values, making it easier to detect significant associations.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Can_we_determine_the_strength_or_magnitude_of_an_association_from_the_p-value\"><\/span>6. Can we determine the strength or magnitude of an association from the p-value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, the p-value only indicates if there is a statistically significant association, not its strength or magnitude. Effect size measures like Cram\u00e9r&#8217;s V or phi coefficient quantify the strength of associations.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Is_a_small_p-value_always_meaningful\"><\/span>7. Is a small p-value always meaningful?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nA small p-value indicates strong evidence against the null hypothesis, but it does not guarantee the practical or real-life importance of the association. Context and subject matter expertise are crucial for interpretation.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Can_we_conclude_that_two_variables_are_independent_if_the_p-value_is_high\"><\/span>8. Can we conclude that two variables are independent if the p-value is high?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a high p-value does not necessarily indicate independence between variables. It only suggests insufficient evidence to reject the null hypothesis of independence. Additional analyses or considerations may be required.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Can_we_compare_p-values_from_different_chi-square_tests\"><\/span>9. Can we compare p-values from different chi-square tests?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nGenerally, p-values from different chi-square tests are not comparable. They are specific to the test and sample analyzed. Comparing p-values directly between different tests can be misleading.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_How_can_the_chi-square_test_be_used_in_research_or_practical_applications\"><\/span>10. How can the chi-square test be used in research or practical applications?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe chi-square test helps researchers and analysts understand the relationships between categorical variables. It is widely used in fields such as social sciences, medicine, market research, and quality control.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_Are_there_any_assumptions_or_requirements_for_using_the_chi-square_test\"><\/span>11. Are there any assumptions or requirements for using the chi-square test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, the chi-square test assumes that the observations are independent and that the expected cell count is reasonable (>5). Violations of these assumptions may lead to invalid or unreliable results.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_Can_the_chi-square_test_be_used_for_continuous_data\"><\/span>12. Can the chi-square test be used for continuous data?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, the chi-square test is suitable for categorical data. For continuous data, other statistical tests like t-tests or analysis of variance (ANOVA) are appropriate.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Chi-square (\u03c7\u00b2) test is a statistical method used to determine if there is a significant association between categorical variables. It examines the difference between observed and expected values in a contingency table. The p-value, a crucial component of the chi-square test, helps us assess the statistical significance of these differences. Understanding the p-value in chi-square &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"What does p-value mean for chi-square?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/#more-249296\">Read more<span class=\"screen-reader-text\">What does p-value mean for chi-square?<\/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-249296","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 mean for chi-square?<\/title>\n<meta name=\"description\" content=\"Chi-square (\u03c7\u00b2) test is a statistical method used to determine if there is a significant association between categorical variables. It examines the\" \/>\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-mean-for-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 p-value mean for chi-square?\" \/>\n<meta property=\"og:description\" content=\"Chi-square (\u03c7\u00b2) test is a statistical method used to determine if there is a significant association between categorical variables. It examines the\" \/>\n<meta property=\"og:url\" content=\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-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=\"2024-05-13T14:38:10+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-mean-for-chi-square\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/\"},\"author\":{\"name\":\"Velma Ogden\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/fc93d9bf0970ea3275be2a8bb1824bee\"},\"headline\":\"What does p-value mean for chi-square?\",\"datePublished\":\"2024-05-13T14:38:10+00:00\",\"dateModified\":\"2024-05-13T14:38:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/\"},\"wordCount\":665,\"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-mean-for-chi-square\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/\",\"url\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/\",\"name\":\"What does p-value mean for chi-square?\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#website\"},\"datePublished\":\"2024-05-13T14:38:10+00:00\",\"dateModified\":\"2024-05-13T14:38:10+00:00\",\"description\":\"Chi-square (\u03c7\u00b2) test is a statistical method used to determine if there is a significant association between categorical variables. It examines the\",\"breadcrumb\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/namso-gen.co\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What does p-value mean for 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\/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 mean for chi-square?","description":"Chi-square (\u03c7\u00b2) test is a statistical method used to determine if there is a significant association between categorical variables. It examines the","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-mean-for-chi-square\/","og_locale":"en_US","og_type":"article","og_title":"What does p-value mean for chi-square?","og_description":"Chi-square (\u03c7\u00b2) test is a statistical method used to determine if there is a significant association between categorical variables. It examines the","og_url":"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/","og_site_name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","article_publisher":"https:\/\/www.facebook.com\/synchronyfinancial","article_published_time":"2024-05-13T14:38:10+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-mean-for-chi-square\/#article","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/"},"author":{"name":"Velma Ogden","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/fc93d9bf0970ea3275be2a8bb1824bee"},"headline":"What does p-value mean for chi-square?","datePublished":"2024-05-13T14:38:10+00:00","dateModified":"2024-05-13T14:38:10+00:00","mainEntityOfPage":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/"},"wordCount":665,"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-mean-for-chi-square\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/","url":"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/","name":"What does p-value mean for chi-square?","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/#website"},"datePublished":"2024-05-13T14:38:10+00:00","dateModified":"2024-05-13T14:38:10+00:00","description":"Chi-square (\u03c7\u00b2) test is a statistical method used to determine if there is a significant association between categorical variables. It examines the","breadcrumb":{"@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/namso-gen.co\/blog\/what-does-p-value-mean-for-chi-square\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/namso-gen.co\/blog\/"},{"@type":"ListItem","position":2,"name":"What does p-value mean for 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\/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\/249296","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=249296"}],"version-history":[{"count":0,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts\/249296\/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=249296"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/categories?post=249296"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/tags?post=249296"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}