{"id":154760,"date":"2022-03-25T23:53:33","date_gmt":"2022-03-25T18:23:33","guid":{"rendered":"https:\/\/infinitylearn.com\/surge\/tests-of-significance-explanation-example-and-process-of-significance-testing\/"},"modified":"2023-01-02T13:18:49","modified_gmt":"2023-01-02T07:48:49","slug":"tests-of-significance-explanation-example-and-process-of-significance-testing","status":"publish","type":"post","link":"https:\/\/infinitylearn.com\/surge\/maths\/tests-of-significance\/","title":{"rendered":"Tests of Significance \u2013 Explanation, Example and Process of Significance Testing"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_37 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\" style=\"display: none;\"><label for=\"item\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;\"><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><\/label><input type=\"checkbox\" id=\"item\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' style='display:block'><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/infinitylearn.com\/surge\/maths\/tests-of-significance\/#What_is_Test_of_Significance\" title=\"What is Test of Significance?\">What is Test of Significance?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/infinitylearn.com\/surge\/maths\/tests-of-significance\/#Null_Hypothesis\" title=\"Null Hypothesis\">Null Hypothesis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/infinitylearn.com\/surge\/maths\/tests-of-significance\/#Alternative_Hypothesis\" title=\"Alternative Hypothesis\">Alternative Hypothesis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/infinitylearn.com\/surge\/maths\/tests-of-significance\/#What_is_Test_of_Significance-2\" title=\"What is Test of Significance?\">What is Test of Significance?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/infinitylearn.com\/surge\/maths\/tests-of-significance\/#Lets_Know_What_Tests_for_Statistical_Significance_Tell_Us\" title=\"Let\u2019s Know What Tests for Statistical Significance Tell Us.\">Let\u2019s Know What Tests for Statistical Significance Tell Us.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/infinitylearn.com\/surge\/maths\/tests-of-significance\/#Test_of_Significance_in_Statistics\" title=\"Test of Significance in Statistics\">Test of Significance in Statistics<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_is_Test_of_Significance\"><\/span>What is Test of Significance?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The test of significance is a statistical procedure used to determine whether the difference between two or more groups is statistically significant. The test is used to determine whether the difference is due to chance or is a real difference.<\/p>\n<p><img loading=\"lazy\" class=\"aligncenter wp-image-154759 size-full\" src=\"https:\/\/infinitylearn.com\/surge\/wp-content\/uploads\/2022\/03\/tests-of-significance-explanation-example-and-process-of-significance-testing.jpg\" alt=\"\" width=\"606\" height=\"428\" srcset=\"https:\/\/infinitylearn.com\/surge\/wp-content\/uploads\/2022\/03\/tests-of-significance-explanation-example-and-process-of-significance-testing.jpg?v=1648232611 606w, https:\/\/infinitylearn.com\/surge\/wp-content\/uploads\/2022\/03\/tests-of-significance-explanation-example-and-process-of-significance-testing-300x212.jpg?v=1648232611 300w\" sizes=\"(max-width: 606px) 100vw, 606px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Null_Hypothesis\"><\/span>Null Hypothesis<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Null hypothesis is a statement that is presumed to be true until proved otherwise. It is the default position and is used to test a new hypothesis. The null hypothesis states that there is no significant difference between the groups being studied. It is usually represented as H0.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Alternative_Hypothesis\"><\/span>Alternative Hypothesis<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The alternative hypothesis is the hypothesis that is being tested in a statistical hypothesis test. The alternative hypothesis is the opposite of the null hypothesis.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_Test_of_Significance-2\"><\/span>What is Test of Significance?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>A test of significance is a method of statistically testing whether a particular result is likely to have occurred by chance alone. This type of test is used to determine whether a difference observed between two groups is likely to be real, or if it may have arisen by chance.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Lets_Know_What_Tests_for_Statistical_Significance_Tell_Us\"><\/span>Let\u2019s Know What Tests for Statistical Significance Tell Us.<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>A statistical significance test is a technique used in statistics to determine whether the difference between two groups or sets of data is due to chance or some other factor. The test produces a p-value, which is a measure of how likely it is that the difference between the groups is due to chance. If the p-value is below a certain threshold, typically set at 5%, the difference is said to be statistically significant and is not likely to have occurred by chance.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Test_of_Significance_in_Statistics\"><\/span>Test of Significance in Statistics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>A test of significance is a statistical test used to determine whether the difference between two or more means is statistically significant.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>What is Test of Significance? The test of significance is a statistical procedure used to determine whether the difference between [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"Tests of Significance","_yoast_wpseo_title":"Tests of Significance \u2013 Explanation, Process of Significance Testing","_yoast_wpseo_metadesc":"Learn about Tests of Significance topic of Maths in details explained by subject experts to know more at infinitylearn.com.","custom_permalink":"maths\/tests-of-significance\/"},"categories":[13],"tags":[],"table_tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Tests of Significance \u2013 Explanation, Process of Significance Testing<\/title>\n<meta name=\"description\" content=\"Learn about Tests of Significance topic of Maths in details explained 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