{"id":199885,"date":"2025-01-02T07:17:54","date_gmt":"2025-01-02T07:17:54","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/"},"modified":"2025-01-02T07:17:54","modified_gmt":"2025-01-02T07:17:54","slug":"how-to-approximate-p-value","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/","title":{"rendered":"How to approximate p-value?"},"content":{"rendered":"<p>The p-value is a crucial statistical measure used to determine the significance of results in hypothesis testing. It represents the probability of obtaining results as extreme as the observed results, assuming that the null hypothesis is true. In essence, a smaller p-value indicates stronger evidence against the null hypothesis, leading to its rejection.<\/p>\n<p>To approximate the p-value, you can follow these steps:<\/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\/how-to-approximate-p-value\/#1_Understand_the_null_hypothesis\" title=\"1. Understand the null hypothesis\">1. Understand the null hypothesis<\/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\/how-to-approximate-p-value\/#2_Select_an_appropriate_statistical_test\" title=\"2. Select an appropriate statistical test\">2. Select an appropriate statistical 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\/how-to-approximate-p-value\/#3_Calculate_the_test_statistic\" title=\"3. Calculate the test statistic\">3. Calculate the test statistic<\/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\/how-to-approximate-p-value\/#4_Determine_the_degrees_of_freedom\" title=\"4. Determine the degrees of freedom\">4. Determine the degrees of freedom<\/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\/how-to-approximate-p-value\/#5_Find_the_critical_value\" title=\"5. Find the critical value\">5. Find the critical 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\/how-to-approximate-p-value\/#6_Compare_the_test_statistic_with_the_critical_value\" title=\"6. Compare the test statistic with the critical value\">6. Compare the test statistic with the critical value<\/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\/how-to-approximate-p-value\/#7_Use_statistical_software_or_tables\" title=\"7. Use statistical software or tables\">7. Use statistical software or tables<\/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\/how-to-approximate-p-value\/#8_Estimate_the_p-value\" title=\"8. Estimate the p-value\">8. Estimate 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\/how-to-approximate-p-value\/#9_Interpret_the_p-value\" title=\"9. Interpret the p-value\">9. Interpret 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\/how-to-approximate-p-value\/#10_Consider_sample_size\" title=\"10. Consider sample size\">10. Consider sample size<\/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\/how-to-approximate-p-value\/#11_Be_cautious_with_multiple_testing\" title=\"11. Be cautious with multiple testing\">11. Be cautious with multiple testing<\/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\/how-to-approximate-p-value\/#12_Validate_assumptions\" title=\"12. Validate assumptions\">12. Validate assumptions<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"1_Understand_the_null_hypothesis\"><\/span>1. Understand the null hypothesis<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIt is essential to have a clear understanding of the null hypothesis before beginning your analysis. The null hypothesis represents the default assumption that there is no significant difference or relationship between variables.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Select_an_appropriate_statistical_test\"><\/span>2. Select an appropriate statistical test<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nChoose the right statistical test based on your research question, data type, and experimental design. Common tests include t-tests, ANOVA, chi-square tests, and regression analysis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Calculate_the_test_statistic\"><\/span>3. Calculate the test statistic<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nCompute the test statistic based on your chosen statistical test. The test statistic quantifies the difference between observed data and what would be expected under the null hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Determine_the_degrees_of_freedom\"><\/span>4. Determine the degrees of freedom<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nDegrees of freedom are a critical component in many statistical tests, influencing the distribution of the test statistic and, consequently, the p-value calculation.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Find_the_critical_value\"><\/span>5. Find the critical value<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIdentify the critical value corresponding to your chosen significance level (e.g., 0.05 or 0.01). This value helps determine if the obtained test statistic is significant enough to reject the null hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Compare_the_test_statistic_with_the_critical_value\"><\/span>6. Compare the test statistic with the critical value<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nCompare the calculated test statistic with the critical value. If the test statistic falls beyond the critical value, you can reject the null hypothesis. The distance between the test statistic and critical value is crucial for approximating the p-value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Use_statistical_software_or_tables\"><\/span>7. Use statistical software or tables<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nWhile manual calculations are possible, utilizing statistical software like R, SPSS, or Excel can simplify the process and provide accurate p-values. You can also refer to statistical tables for common distributions like t-distribution or chi-square distribution.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Estimate_the_p-value\"><\/span>8. Estimate the p-value<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nBased on the test statistic, degrees of freedom, and appropriate distribution, estimate the p-value. This value represents the probability of obtaining results as extreme as the observed results under the null hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Interpret_the_p-value\"><\/span>9. Interpret the p-value<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nA smaller p-value suggests stronger evidence against the null hypothesis, indicating a higher likelihood of observing the data if the alternative hypothesis is true. Conversely, a larger p-value indicates weaker evidence against the null hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_Consider_sample_size\"><\/span>10. Consider sample size<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nLarge sample sizes tend to produce smaller p-values, as they provide more robust evidence to detect even small effects. Be mindful of sample size effects when interpreting p-values in your analysis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_Be_cautious_with_multiple_testing\"><\/span>11. Be cautious with multiple testing<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nPerforming multiple hypothesis tests can increase the likelihood of obtaining significant results by chance, leading to inflated Type I error rates. Correct for multiple testing using methods like Bonferroni correction to adjust p-values accordingly.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_Validate_assumptions\"><\/span>12. Validate assumptions<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nBefore relying on p-values for decision-making, ensure that the assumptions of your statistical test are met. Violating assumptions can invalidate the results and compromise the accuracy of p-values.<\/p>\n<p>By following these steps and considerations, you can effectively approximate the p-value and make informed decisions in hypothesis testing scenarios. Remember that the p-value is a valuable tool, but it should always be interpreted in conjunction with other measures of effect size and confidence intervals for a comprehensive understanding of your data.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The p-value is a crucial statistical measure used to determine the significance of results in hypothesis testing. It represents the probability of obtaining results as extreme as the observed results, assuming that the null hypothesis is true. In essence, a smaller p-value indicates stronger evidence against the null hypothesis, leading to its rejection. To approximate &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"How to approximate p-value?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/#more-199885\">Read more<span class=\"screen-reader-text\">How to approximate p-value?<\/span><\/a><\/p>\n","protected":false},"author":51,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-199885","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>How to approximate p-value?<\/title>\n<meta name=\"description\" content=\"The p-value is a crucial statistical measure used to determine the significance of results in hypothesis testing. It represents the probability of\" \/>\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\/how-to-approximate-p-value\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to approximate p-value?\" \/>\n<meta property=\"og:description\" content=\"The p-value is a crucial statistical measure used to determine the significance of results in hypothesis testing. It represents the probability of\" \/>\n<meta property=\"og:url\" content=\"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-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=\"2025-01-02T07:17:54+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=\"Adam Forbes\" \/>\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=\"Adam Forbes\" \/>\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\/how-to-approximate-p-value\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/\"},\"author\":{\"name\":\"Adam Forbes\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/88cd882dfb29a6b147bc0ea26dc84060\"},\"headline\":\"How to approximate p-value?\",\"datePublished\":\"2025-01-02T07:17:54+00:00\",\"dateModified\":\"2025-01-02T07:17:54+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/\"},\"wordCount\":543,\"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\/how-to-approximate-p-value\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/\",\"url\":\"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/\",\"name\":\"How to approximate p-value?\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#website\"},\"datePublished\":\"2025-01-02T07:17:54+00:00\",\"dateModified\":\"2025-01-02T07:17:54+00:00\",\"description\":\"The p-value is a crucial statistical measure used to determine the significance of results in hypothesis testing. It represents the probability of\",\"breadcrumb\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/namso-gen.co\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to approximate p-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\/88cd882dfb29a6b147bc0ea26dc84060\",\"name\":\"Adam Forbes\",\"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\":\"Adam Forbes\"},\"description\":\"Guest author Adam Forbes 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":"How to approximate p-value?","description":"The p-value is a crucial statistical measure used to determine the significance of results in hypothesis testing. It represents the probability of","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\/how-to-approximate-p-value\/","og_locale":"en_US","og_type":"article","og_title":"How to approximate p-value?","og_description":"The p-value is a crucial statistical measure used to determine the significance of results in hypothesis testing. It represents the probability of","og_url":"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/","og_site_name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","article_publisher":"https:\/\/www.facebook.com\/synchronyfinancial","article_published_time":"2025-01-02T07:17:54+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":"Adam Forbes","twitter_card":"summary_large_image","twitter_creator":"@synchrony","twitter_site":"@synchrony","twitter_misc":{"Written by":"Adam Forbes","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/#article","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/"},"author":{"name":"Adam Forbes","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/88cd882dfb29a6b147bc0ea26dc84060"},"headline":"How to approximate p-value?","datePublished":"2025-01-02T07:17:54+00:00","dateModified":"2025-01-02T07:17:54+00:00","mainEntityOfPage":{"@id":"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/"},"wordCount":543,"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\/how-to-approximate-p-value\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/","url":"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/","name":"How to approximate p-value?","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/#website"},"datePublished":"2025-01-02T07:17:54+00:00","dateModified":"2025-01-02T07:17:54+00:00","description":"The p-value is a crucial statistical measure used to determine the significance of results in hypothesis testing. It represents the probability of","breadcrumb":{"@id":"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/namso-gen.co\/blog\/how-to-approximate-p-value\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/namso-gen.co\/blog\/"},{"@type":"ListItem","position":2,"name":"How to approximate p-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\/88cd882dfb29a6b147bc0ea26dc84060","name":"Adam Forbes","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":"Adam Forbes"},"description":"Guest author Adam Forbes 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\/199885","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\/51"}],"replies":[{"embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/comments?post=199885"}],"version-history":[{"count":0,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts\/199885\/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=199885"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/categories?post=199885"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/tags?post=199885"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}