{"id":41324,"date":"2014-03-01T15:58:58","date_gmt":"2014-03-01T10:28:58","guid":{"rendered":"http:\/\/vskills.in\/certification\/tutorial\/?p=41324"},"modified":"2024-04-12T14:19:35","modified_gmt":"2024-04-12T08:49:35","slug":"correlation-coefficient","status":"publish","type":"page","link":"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/","title":{"rendered":"Correlation coefficient"},"content":{"rendered":"<p><a class=\"vsc\" href=\"http:\/\/www.vskills.in\/certification\/Certified-Six-Sigma-Black-Belt-Professional\"><span class=\"vsc-cn\" style=\"text-align: center;\"><span style=\"color: red;\">Certify and Increase Opportunity.<\/span><br \/>\n<span style=\"color: green;\">Be <\/span><br \/>\nGovt. Certified Six Sigma Black Belt<br \/>\n<\/span><\/a><\/p>\n<h1>Correlation Coefficient<\/h1>\n<p>Correlation is tool that is with a continuous x and a continuous y. The Pearson correlation coefficient (r) measures the linear relationship between the x and y as discussed earlier. Causation is different from correlation as the correlation is the mutual relation that exists between two or more things while causation is the fact that something causes an effect. The correlation between two variables does not imply that one is as a result of the other. The correlation value ranges from -1 to 1. The closer to value 1 signify positive relationship with x and y going in same direction similarly if nearing -1, both are in opposite direction and zero value means no relationship between the x and y.<\/p>\n<p>Confidence in a relationship is computed both by the correlation coefficient and by the number of pairs in data. If there are very few pairs then the coefficient needs to be very close to 1 or \u20131 for it to be deemed \u2018statistically significant\u2019, but if there are many pairs then a coefficient closer to 0 can still be considered \u2018highly significant\u2019. The standard method used to measure the \u2018significance\u2019 of analysis is the p-value.<\/p>\n<p>The coefficient of correlation is conventionally called &#8216;R&#8217;. Examples of values of R are:<\/p>\n<p><a ref=\"magnificPopup\" href=\"http:\/\/vskills.in\/certification\/tutorial\/wp-content\/uploads\/2014\/03\/correlation-coef.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-42370 size-full\" title=\"correlation coefficient\" src=\"http:\/\/vskills.in\/certification\/tutorial\/wp-content\/uploads\/2014\/03\/correlation-coef.png\" alt=\"correlation coefficient\" width=\"780\" height=\"466\" srcset=\"https:\/\/www.vskills.in\/certification\/tutorial\/wp-content\/uploads\/2014\/03\/correlation-coef.png 780w, https:\/\/www.vskills.in\/certification\/tutorial\/wp-content\/uploads\/2014\/03\/correlation-coef-300x179.png 300w, https:\/\/www.vskills.in\/certification\/tutorial\/wp-content\/uploads\/2014\/03\/correlation-coef-624x372.png 624w\" sizes=\"auto, (max-width: 780px) 100vw, 780px\" \/><\/a><\/p>\n<div class=\"apply\">\n<h3>Test Your Six Sigma Black Belt Skills By Taking Our Practice Tests on This <a href=\"http:\/\/www.vskills.in\/practice\/quiz\/Six-Sigma-Black-Belt\">Link<\/a><\/h3>\n<h3>Apply for Six Sigma Black Belt Certification Now!!<\/h3>\n<p><a href=\"http:\/\/www.vskills.in\/certification\/Certified-Six-Sigma-Black-Belt-Professional\">http:\/\/www.vskills.in\/certification\/Certified-Six-Sigma-Black-Belt-Professional<\/a><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Certify and Increase Opportunity. Be Govt. Certified Six Sigma Black Belt Correlation Coefficient Correlation is tool that is with a continuous x and a continuous y. The Pearson correlation coefficient (r) measures the linear relationship between the x and y as discussed earlier. Causation is different from correlation as the correlation is the mutual relation&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[3897],"tags":[6932,6848,6871],"class_list":["post-41324","page","type-page","status-publish","hentry","category-quality","tag-correlation-coefficient","tag-quality","tag-tutorials"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Correlation coefficient Tutorials<\/title>\n<meta name=\"description\" content=\"Correlation coefficient Tutorials\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Correlation coefficient Tutorials\" \/>\n<meta property=\"og:description\" content=\"Correlation coefficient Tutorials\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/\" \/>\n<meta property=\"og:site_name\" content=\"Tutorial\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/vskills.in\/\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-12T08:49:35+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/vskills.in\/certification\/tutorial\/wp-content\/uploads\/2014\/03\/correlation-coef.png\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/\",\"url\":\"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/\",\"name\":\"Correlation coefficient Tutorials\",\"isPartOf\":{\"@id\":\"https:\/\/www.vskills.in\/certification\/tutorial\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/#primaryimage\"},\"thumbnailUrl\":\"http:\/\/vskills.in\/certification\/tutorial\/wp-content\/uploads\/2014\/03\/correlation-coef.png\",\"datePublished\":\"2014-03-01T10:28:58+00:00\",\"dateModified\":\"2024-04-12T08:49:35+00:00\",\"description\":\"Correlation coefficient Tutorials\",\"breadcrumb\":{\"@id\":\"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/#primaryimage\",\"url\":\"http:\/\/vskills.in\/certification\/tutorial\/wp-content\/uploads\/2014\/03\/correlation-coef.png\",\"contentUrl\":\"http:\/\/vskills.in\/certification\/tutorial\/wp-content\/uploads\/2014\/03\/correlation-coef.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.vskills.in\/certification\/tutorial\/correlation-coefficient\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.vskills.in\/certification\/tutorial\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Correlation coefficient\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.vskills.in\/certification\/tutorial\/#website\",\"url\":\"https:\/\/www.vskills.in\/certification\/tutorial\/\",\"name\":\"Tutorial\",\"description\":\"Vskills - 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