{"id":212536,"date":"2024-10-07T05:35:34","date_gmt":"2024-10-07T05:35:34","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/"},"modified":"2024-10-07T05:35:34","modified_gmt":"2024-10-07T05:35:34","slug":"what-false-discovery-rate-choosing-q-value","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/","title":{"rendered":"What false discovery rate choosing q-value?"},"content":{"rendered":"<p>In the field of statistical hypothesis testing, controlling the rate of false discoveries is of utmost importance to ensure the reliability of scientific findings. False discoveries, or Type I errors, occur when a null hypothesis is mistakenly rejected. To address this issue, researchers often estimate a false discovery rate (FDR) to quantify the proportion of false discoveries among all discoveries made. The choice of the q-value, a parameter used to control the FDR, plays a crucial role in determining the statistical significance of findings.<\/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-false-discovery-rate-choosing-q-value\/#What_is_the_False_Discovery_Rate\" title=\"What is the False Discovery Rate?\">What is the False Discovery Rate?<\/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-false-discovery-rate-choosing-q-value\/#What_is_the_q-value\" title=\"What is the q-value?\">What is the q-value?<\/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-false-discovery-rate-choosing-q-value\/#What_is_the_relationship_between_the_False_Discovery_Rate_and_the_q-value\" title=\"What is the relationship between the False Discovery Rate and the q-value?\">What is the relationship between the False Discovery Rate and the q-value?<\/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-false-discovery-rate-choosing-q-value\/#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-5\" href=\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/#1_How_is_the_q-value_different_from_the_p-value\" title=\"1. How is the q-value different from the p-value?\">1. How is the q-value different 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-6\" href=\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/#2_How_is_the_FDR_calculated\" title=\"2. How is the FDR calculated?\">2. How is the FDR calculated?<\/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-false-discovery-rate-choosing-q-value\/#3_What_is_a_suitable_value_for_the_q-value\" title=\"3. What is a suitable value for the q-value?\">3. What is a suitable value for the q-value?<\/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-false-discovery-rate-choosing-q-value\/#4_Can_a_higher_q-value_threshold_be_used_to_control_the_FDR\" title=\"4. Can a higher q-value threshold be used to control the FDR?\">4. Can a higher q-value threshold be used to control the FDR?<\/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-false-discovery-rate-choosing-q-value\/#5_How_does_controlling_the_FDR_affect_scientific_research\" title=\"5. How does controlling the FDR affect scientific research?\">5. How does controlling the FDR affect scientific research?<\/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-false-discovery-rate-choosing-q-value\/#6_Are_there_any_limitations_to_controlling_the_FDR\" title=\"6. Are there any limitations to controlling the FDR?\">6. Are there any limitations to controlling the FDR?<\/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-false-discovery-rate-choosing-q-value\/#7_Can_the_choice_of_the_q-value_affect_the_power_of_the_statistical_test\" title=\"7. Can the choice of the q-value affect the power of the statistical test?\">7. Can the choice of the q-value affect the power of the statistical 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\/what-false-discovery-rate-choosing-q-value\/#8_Is_there_a_trade-off_between_controlling_the_FDR_and_statistical_power\" title=\"8. Is there a trade-off between controlling the FDR and statistical power?\">8. Is there a trade-off between controlling the FDR and statistical power?<\/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-false-discovery-rate-choosing-q-value\/#9_What_are_some_popular_methods_for_estimating_the_FDR\" title=\"9. What are some popular methods for estimating the FDR?\">9. What are some popular methods for estimating the FDR?<\/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-false-discovery-rate-choosing-q-value\/#10_Should_I_always_choose_a_low_q-value_threshold_for_FDR_control\" title=\"10. Should I always choose a low q-value threshold for FDR control?\">10. Should I always choose a low q-value threshold for FDR control?<\/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-false-discovery-rate-choosing-q-value\/#11_How_does_multiple_testing_correction_relate_to_controlling_the_FDR\" title=\"11. How does multiple testing correction relate to controlling the FDR?\">11. How does multiple testing correction relate to controlling the FDR?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/#12_Can_the_choice_of_q-value_be_subjective\" title=\"12. Can the choice of q-value be subjective?\">12. Can the choice of q-value be subjective?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_is_the_False_Discovery_Rate\"><\/span>What is the False Discovery Rate?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The False Discovery Rate is a statistical measure that quantifies the proportion of false discoveries, or Type I errors, among all discoveries made in a set of statistical tests or comparisons.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_the_q-value\"><\/span>What is the q-value?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The q-value is a parameter that controls the False Discovery Rate. It is the threshold chosen to determine statistical significance. When performing multiple hypothesis tests simultaneously, researchers define a cutoff value, denoted as q, to decide which p-values are considered significant.<\/p>\n<p>**<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_the_relationship_between_the_False_Discovery_Rate_and_the_q-value\"><\/span>What is the relationship between the False Discovery Rate and the q-value?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>**<\/p>\n<p>The q-value allows researchers to control the False Discovery Rate. By choosing a specific q-value threshold, researchers can determine which p-values are deemed statistically significant and minimize the occurrence of false discoveries.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Related_FAQs\"><\/span>Related FAQs:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_How_is_the_q-value_different_from_the_p-value\"><\/span>1. How is the q-value different from the p-value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>The p-value measures the probability of obtaining results as extreme as the observed data under the null hypothesis, while the q-value controls the proportion of false discoveries among all discoveries made.<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_How_is_the_FDR_calculated\"><\/span>2. How is the FDR calculated?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>The FDR is calculated by dividing the number of false discoveries by the total number of discoveries (true and false).<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_What_is_a_suitable_value_for_the_q-value\"><\/span>3. What is a suitable value for the q-value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>The choice of a suitable q-value largely depends on the specific field and research context. Generally, a q-value threshold of 0.05 (or less) is considered stringent and signifies a low FDR.<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Can_a_higher_q-value_threshold_be_used_to_control_the_FDR\"><\/span>4. Can a higher q-value threshold be used to control the FDR?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>Yes, a higher q-value threshold can be used to control the FDR. However, a higher threshold allows for a higher number of false discoveries, potentially compromising the reliability of the findings.<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_How_does_controlling_the_FDR_affect_scientific_research\"><\/span>5. How does controlling the FDR affect scientific research?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>Controlling the FDR is essential for preserving the integrity of scientific research by reducing the occurrence of false-positive results and enhancing reproducibility.<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Are_there_any_limitations_to_controlling_the_FDR\"><\/span>6. Are there any limitations to controlling the FDR?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>Controlling the FDR does not entirely eliminate the possibility of false discoveries, as some true associations may still be missed or remain undetected.<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Can_the_choice_of_the_q-value_affect_the_power_of_the_statistical_test\"><\/span>7. Can the choice of the q-value affect the power of the statistical test?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>Yes, the choice of the q-value can impact the statistical power of the test. A more stringent q-value threshold may reduce the power by increasing the likelihood of false negatives (Type II errors).<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Is_there_a_trade-off_between_controlling_the_FDR_and_statistical_power\"><\/span>8. Is there a trade-off between controlling the FDR and statistical power?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>Yes, there is often a trade-off between controlling the FDR and statistical power. Stricter FDR control may result in a decreased power to detect true associations.<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_What_are_some_popular_methods_for_estimating_the_FDR\"><\/span>9. What are some popular methods for estimating the FDR?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>Some popular FDR estimation methods include the Benjamini-Hochberg method, the Benjamini-Yekutieli method, and Storey&#8217;s q-value method.<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_Should_I_always_choose_a_low_q-value_threshold_for_FDR_control\"><\/span>10. Should I always choose a low q-value threshold for FDR control?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>The choice of the q-value threshold should be based on the specific research context and the desired balance between controlling the FDR and maximizing discoveries. A lower q-value threshold increases stringency but may result in a higher chance of missing true associations.<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_How_does_multiple_testing_correction_relate_to_controlling_the_FDR\"><\/span>11. How does multiple testing correction relate to controlling the FDR?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>Multiple testing correction methods, such as the Bonferroni correction or the False Discovery Rate control methods, aim to account for the increased likelihood of Type I errors when performing multiple hypothesis tests simultaneously.<\/p>\n<p>**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_Can_the_choice_of_q-value_be_subjective\"><\/span>12. Can the choice of q-value be subjective?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>**<\/p>\n<p>Yes, the choice of the q-value is somewhat subjective and depends on the researcher&#8217;s judgment, the field of study, and the desired balance between discovery and strict control of false discoveries.<\/p>\n<p>In conclusion, the q-value plays a crucial role in controlling the False Discovery Rate and determining the statistical significance of findings in hypothesis testing. By choosing an appropriate q-value threshold, researchers can strike a balance between minimizing false discoveries and maximizing the discovery of true associations, ensuring more reliable scientific conclusions.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In the field of statistical hypothesis testing, controlling the rate of false discoveries is of utmost importance to ensure the reliability of scientific findings. False discoveries, or Type I errors, occur when a null hypothesis is mistakenly rejected. To address this issue, researchers often estimate a false discovery rate (FDR) to quantify the proportion of &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"What false discovery rate choosing q-value?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/#more-212536\">Read more<span class=\"screen-reader-text\">What false discovery rate choosing q-value?<\/span><\/a><\/p>\n","protected":false},"author":54,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-212536","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 false discovery rate choosing q-value?<\/title>\n<meta name=\"description\" content=\"In the field of statistical hypothesis testing, controlling the rate of false discoveries is of utmost importance to ensure the reliability of scientific\" \/>\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-false-discovery-rate-choosing-q-value\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What false discovery rate choosing q-value?\" \/>\n<meta property=\"og:description\" content=\"In the field of statistical hypothesis testing, controlling the rate of false discoveries is of utmost importance to ensure the reliability of scientific\" \/>\n<meta property=\"og:url\" content=\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/\" \/>\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=\"2024-10-07T05:35:34+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=\"Ronda Lacy\" \/>\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=\"Ronda Lacy\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 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-false-discovery-rate-choosing-q-value\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/\"},\"author\":{\"name\":\"Ronda Lacy\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/d3f102ae4bbac770c6dd8a38251cb20c\"},\"headline\":\"What false discovery rate choosing q-value?\",\"datePublished\":\"2024-10-07T05:35:34+00:00\",\"dateModified\":\"2024-10-07T05:35:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/\"},\"wordCount\":716,\"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-false-discovery-rate-choosing-q-value\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/\",\"url\":\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/\",\"name\":\"What false discovery rate choosing q-value?\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#website\"},\"datePublished\":\"2024-10-07T05:35:34+00:00\",\"dateModified\":\"2024-10-07T05:35:34+00:00\",\"description\":\"In the field of statistical hypothesis testing, controlling the rate of false discoveries is of utmost importance to ensure the reliability of scientific\",\"breadcrumb\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/namso-gen.co\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What false discovery rate choosing q-value?\"}]},{\"@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\/d3f102ae4bbac770c6dd8a38251cb20c\",\"name\":\"Ronda Lacy\",\"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\":\"Ronda Lacy\"},\"description\":\"Guest author Ronda Lacy 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 false discovery rate choosing q-value?","description":"In the field of statistical hypothesis testing, controlling the rate of false discoveries is of utmost importance to ensure the reliability of scientific","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-false-discovery-rate-choosing-q-value\/","og_locale":"en_US","og_type":"article","og_title":"What false discovery rate choosing q-value?","og_description":"In the field of statistical hypothesis testing, controlling the rate of false discoveries is of utmost importance to ensure the reliability of scientific","og_url":"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/","og_site_name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","article_publisher":"https:\/\/www.facebook.com\/synchronyfinancial","article_published_time":"2024-10-07T05:35:34+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":"Ronda Lacy","twitter_card":"summary_large_image","twitter_creator":"@synchrony","twitter_site":"@synchrony","twitter_misc":{"Written by":"Ronda Lacy","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/#article","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/"},"author":{"name":"Ronda Lacy","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/d3f102ae4bbac770c6dd8a38251cb20c"},"headline":"What false discovery rate choosing q-value?","datePublished":"2024-10-07T05:35:34+00:00","dateModified":"2024-10-07T05:35:34+00:00","mainEntityOfPage":{"@id":"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/"},"wordCount":716,"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-false-discovery-rate-choosing-q-value\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/","url":"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/","name":"What false discovery rate choosing q-value?","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/#website"},"datePublished":"2024-10-07T05:35:34+00:00","dateModified":"2024-10-07T05:35:34+00:00","description":"In the field of statistical hypothesis testing, controlling the rate of false discoveries is of utmost importance to ensure the reliability of scientific","breadcrumb":{"@id":"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/namso-gen.co\/blog\/what-false-discovery-rate-choosing-q-value\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/namso-gen.co\/blog\/"},{"@type":"ListItem","position":2,"name":"What false discovery rate choosing q-value?"}]},{"@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\/d3f102ae4bbac770c6dd8a38251cb20c","name":"Ronda Lacy","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":"Ronda Lacy"},"description":"Guest author Ronda Lacy 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\/212536","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\/54"}],"replies":[{"embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/comments?post=212536"}],"version-history":[{"count":0,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts\/212536\/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=212536"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/categories?post=212536"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/tags?post=212536"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}