{"id":232566,"date":"2024-07-14T03:43:15","date_gmt":"2024-07-14T03:43:15","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/?p=232566"},"modified":"2024-07-14T03:43:15","modified_gmt":"2024-07-14T03:43:15","slug":"does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/","title":{"rendered":"Does the Fisher\u02bcs exact probability test give a p-value?"},"content":{"rendered":"<p>The Fisher&#8217;s exact probability test is a statistical test used to determine if there is a significant association between two categorical variables. Although it is commonly used in a variety of research fields, it is important to note that the Fisher&#8217;s exact test does indeed provide a p-value.<\/p>\n<p>The p-value obtained from the Fisher&#8217;s exact test represents the probability of obtaining results as extreme as the observed results, assuming that the null hypothesis is true. Therefore, a small p-value suggests that there is a significant association between the variables being studied.<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#FAQs_about_the_Fishers_exact_probability_test\" title=\"FAQs about the Fisher&#8217;s exact probability test:\">FAQs about the Fisher&#8217;s exact probability test:<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#1_What_is_the_purpose_of_the_Fishers_exact_probability_test\" title=\"1. What is the purpose of the Fisher&#8217;s exact probability test?\">1. What is the purpose of the Fisher&#8217;s exact probability test?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#2_How_does_the_Fishers_exact_test_differ_from_the_chi-squared_test\" title=\"2. How does the Fisher&#8217;s exact test differ from the chi-squared test?\">2. How does the Fisher&#8217;s exact test differ from the chi-squared test?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#3_When_should_I_use_the_Fishers_exact_test\" title=\"3. When should I use the Fisher&#8217;s exact test?\">3. When should I use the Fisher&#8217;s exact test?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#4_Can_the_Fishers_exact_test_be_used_for_more_than_two_categorical_variables\" title=\"4. Can the Fisher&#8217;s exact test be used for more than two categorical variables?\">4. Can the Fisher&#8217;s exact test be used for more than two categorical variables?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#5_How_do_I_interpret_the_p-value_obtained_from_the_Fishers_exact_test\" title=\"5. How do I interpret the p-value obtained from the Fisher&#8217;s exact test?\">5. How do I interpret the p-value obtained from the Fisher&#8217;s exact test?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#6_What_is_the_null_hypothesis_in_a_Fishers_exact_test\" title=\"6. What is the null hypothesis in a Fisher&#8217;s exact test?\">6. What is the null hypothesis in a Fisher&#8217;s exact test?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#7_What_does_it_mean_if_the_p-value_is_greater_than_005_in_a_Fishers_exact_test\" title=\"7. What does it mean if the p-value is greater than 0.05 in a Fisher&#8217;s exact test?\">7. What does it mean if the p-value is greater than 0.05 in a Fisher&#8217;s exact test?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#8_Can_the_Fishers_exact_test_be_used_for_continuous_variables\" title=\"8. Can the Fisher&#8217;s exact test be used for continuous variables?\">8. Can the Fisher&#8217;s exact test be used for continuous variables?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#9_How_do_I_perform_a_Fishers_exact_test\" title=\"9. How do I perform a Fisher&#8217;s exact test?\">9. How do I perform a Fisher&#8217;s exact test?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#10_What_are_the_limitations_of_the_Fishers_exact_test\" title=\"10. What are the limitations of the Fisher&#8217;s exact test?\">10. What are the limitations of the Fisher&#8217;s exact test?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#11_Can_the_Fishers_exact_test_be_applied_to_observational_studies\" title=\"11. Can the Fisher&#8217;s exact test be applied to observational studies?\">11. Can the Fisher&#8217;s exact test be applied to observational studies?<\/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\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#12_How_can_I_determine_the_strength_of_association_between_variables_using_the_Fishers_exact_test\" title=\"12. How can I determine the strength of association between variables using the Fisher&#8217;s exact test?\">12. How can I determine the strength of association between variables using the Fisher&#8217;s exact test?<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"FAQs_about_the_Fishers_exact_probability_test\"><\/span>FAQs about the Fisher&#8217;s exact probability test:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"1_What_is_the_purpose_of_the_Fishers_exact_probability_test\"><\/span>1. What is the purpose of the Fisher&#8217;s exact probability test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe Fisher&#8217;s exact test is used to determine if there is a significant association between two categorical variables.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_How_does_the_Fishers_exact_test_differ_from_the_chi-squared_test\"><\/span>2. How does the Fisher&#8217;s exact test differ from the chi-squared test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe Fisher&#8217;s exact test is used when sample sizes are small or when the assumptions of the chi-squared test are not met.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_When_should_I_use_the_Fishers_exact_test\"><\/span>3. When should I use the Fisher&#8217;s exact test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe Fisher&#8217;s exact test is typically used when working with small sample sizes or when the expected cell frequencies are less than 5.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Can_the_Fishers_exact_test_be_used_for_more_than_two_categorical_variables\"><\/span>4. Can the Fisher&#8217;s exact test be used for more than two categorical variables?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, the Fisher&#8217;s exact test is designed to analyze the association between two categorical variables.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_How_do_I_interpret_the_p-value_obtained_from_the_Fishers_exact_test\"><\/span>5. How do I interpret the p-value obtained from the Fisher&#8217;s exact test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nA small p-value suggests that there is a significant association between the variables being studied.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_What_is_the_null_hypothesis_in_a_Fishers_exact_test\"><\/span>6. What is the null hypothesis in a Fisher&#8217;s exact test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe null hypothesis states that there is no association between the two categorical variables being studied.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_What_does_it_mean_if_the_p-value_is_greater_than_005_in_a_Fishers_exact_test\"><\/span>7. What does it mean if the p-value is greater than 0.05 in a Fisher&#8217;s exact test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the p-value is greater than 0.05, we fail to reject the null hypothesis, indicating that there is no significant association between the variables.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Can_the_Fishers_exact_test_be_used_for_continuous_variables\"><\/span>8. Can the Fisher&#8217;s exact test be used for continuous variables?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, the Fisher&#8217;s exact test is specifically designed for categorical variables.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_How_do_I_perform_a_Fishers_exact_test\"><\/span>9. How do I perform a Fisher&#8217;s exact test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nTo perform a Fisher&#8217;s exact test, you need to create a contingency table of the observed frequencies and then calculate the p-value using statistical software.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_What_are_the_limitations_of_the_Fishers_exact_test\"><\/span>10. What are the limitations of the Fisher&#8217;s exact test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe Fisher&#8217;s exact test may be computationally intensive for large sample sizes and may not be as powerful as other statistical tests in certain situations.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_Can_the_Fishers_exact_test_be_applied_to_observational_studies\"><\/span>11. Can the Fisher&#8217;s exact test be applied to observational studies?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, the Fisher&#8217;s exact test can be used in observational studies to analyze the association between categorical variables.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_How_can_I_determine_the_strength_of_association_between_variables_using_the_Fishers_exact_test\"><\/span>12. How can I determine the strength of association between variables using the Fisher&#8217;s exact test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIn addition to the p-value, you can also calculate measures of association such as odds ratios to determine the strength of the relationship between the variables being studied.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Fisher&#8217;s exact probability test is a statistical test used to determine if there is a significant association between two categorical variables. Although it is commonly used in a variety of research fields, it is important to note that the Fisher&#8217;s exact test does indeed provide a p-value. The p-value obtained from the Fisher&#8217;s exact &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"Does the Fisher\u02bcs exact probability test give a p-value?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/does-the-fisher%ca%bcs-exact-probability-test-give-a-p-value\/#more-232566\">Read more<span class=\"screen-reader-text\">Does the Fisher\u02bcs exact probability test give a p-value?<\/span><\/a><\/p>\n","protected":false},"author":58,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-232566","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>Does the Fisher\u02bcs exact probability test give a p-value?<\/title>\n<meta name=\"description\" content=\"The Fisher&#039;s exact probability test is a statistical test used to determine if there is a significant association between two categorical variables.\" \/>\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\/does-the-fisher\u02bcs-exact-probability-test-give-a-p-value\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Does the Fisher\u02bcs exact probability test give a p-value?\" \/>\n<meta property=\"og:description\" content=\"The Fisher&#039;s exact probability test is a statistical test used to determine if there is a significant association between two categorical variables.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/namso-gen.co\/blog\/does-the-fisher\u02bcs-exact-probability-test-give-a-p-value\/\" \/>\n<meta property=\"og:site_name\" content=\"Namso Gen Blog - 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