{"id":43344,"date":"2024-04-15T21:28:06","date_gmt":"2024-04-15T21:28:06","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=43344"},"modified":"2024-04-15T21:28:06","modified_gmt":"2024-04-15T21:28:06","slug":"in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than\/","title":{"rendered":"In multicollinearity, correlation coefficient between two independent variables must be greater than"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;0.7&#8243; option2=&#8221;0.6&#8243; option3=&#8221;0.5&#8243; option4=&#8221;0.4&#8243; correct=&#8221;option1&#8243;]<!--more--><\/p>\n<p>The correct answer is: <strong>A. 0.7<\/strong><\/p>\n<p>Multicollinearity is a condition in which two or more independent variables are highly correlated with each other. This can cause problems in regression analysis, as it can make it difficult to determine which variable is actually causing the changes in the dependent variable.<\/p>\n<p>The correlation coefficient is a measure of the strength of the linear relationship between two variables. A correlation coefficient of 0 indicates no linear relationship, while a correlation coefficient of 1 indicates a perfect linear relationship. A correlation coefficient of 0.7 indicates a strong linear relationship.<\/p>\n<p>Therefore, in order for multicollinearity to be a problem, the correlation coefficient between two independent variables must be greater than 0.7.<\/p>\n<p>Option B, 0.6, is incorrect because it is not a high enough correlation coefficient to cause multicollinearity. Option C, 0.5, is incorrect for the same reason. Option D, 0.4, is incorrect because it is a relatively low correlation coefficient and would not be considered to be multicollinearity.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;0.7&#8243; option2=&#8221;0.6&#8243; option3=&#8221;0.5&#8243; option4=&#8221;0.4&#8243; correct=&#8221;option1&#8243;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[952],"tags":[],"class_list":["post-43344","post","type-post","status-publish","format-standard","hentry","category-costing","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.2 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>In multicollinearity, correlation coefficient between two independent variables must be greater than<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/exam.pscnotes.com\/mcq\/in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"In multicollinearity, correlation coefficient between two independent variables must be greater than\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;0.7&#8243; option2=&#8221;0.6&#8243; option3=&#8221;0.5&#8243; option4=&#8221;0.4&#8243; correct=&#8221;option1&#8243;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/exam.pscnotes.com\/mcq\/in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than\/\" \/>\n<meta property=\"og:site_name\" content=\"MCQ and Quiz for Exams\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-15T21:28:06+00:00\" \/>\n<meta name=\"author\" content=\"rawan239\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"rawan239\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"In multicollinearity, correlation coefficient between two independent variables must be greater than","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:\/\/exam.pscnotes.com\/mcq\/in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than\/","og_locale":"en_US","og_type":"article","og_title":"In multicollinearity, correlation coefficient between two independent variables must be greater than","og_description":"[amp_mcq option1=&#8221;0.7&#8243; option2=&#8221;0.6&#8243; option3=&#8221;0.5&#8243; option4=&#8221;0.4&#8243; correct=&#8221;option1&#8243;]","og_url":"https:\/\/exam.pscnotes.com\/mcq\/in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than\/","og_site_name":"MCQ and Quiz for Exams","article_published_time":"2024-04-15T21:28:06+00:00","author":"rawan239","twitter_card":"summary_large_image","twitter_misc":{"Written by":"rawan239","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/exam.pscnotes.com\/mcq\/in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than\/","url":"https:\/\/exam.pscnotes.com\/mcq\/in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than\/","name":"In multicollinearity, correlation coefficient between two independent variables must be greater than","isPartOf":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/#website"},"datePublished":"2024-04-15T21:28:06+00:00","dateModified":"2024-04-15T21:28:06+00:00","author":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/5807dafeb27d2ec82344d6cbd6c3d209"},"breadcrumb":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/exam.pscnotes.com\/mcq\/in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/exam.pscnotes.com\/mcq\/in-multicollinearity-correlation-coefficient-between-two-independent-variables-must-be-greater-than\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/exam.pscnotes.com\/mcq\/"},{"@type":"ListItem","position":2,"name":"Costing","item":"https:\/\/exam.pscnotes.com\/mcq\/category\/costing\/"},{"@type":"ListItem","position":3,"name":"In multicollinearity, correlation coefficient between two independent variables must be greater than"}]},{"@type":"WebSite","@id":"https:\/\/exam.pscnotes.com\/mcq\/#website","url":"https:\/\/exam.pscnotes.com\/mcq\/","name":"MCQ and Quiz for Exams","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/exam.pscnotes.com\/mcq\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/5807dafeb27d2ec82344d6cbd6c3d209","name":"rawan239","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/761a7274f9cce048fa5b921221e7934820d74514df93ef195a9d22af0c1c9001?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/761a7274f9cce048fa5b921221e7934820d74514df93ef195a9d22af0c1c9001?s=96&d=mm&r=g","caption":"rawan239"},"sameAs":["https:\/\/exam.pscnotes.com"],"url":"https:\/\/exam.pscnotes.com\/mcq\/author\/rawan239\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts\/43344","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/comments?post=43344"}],"version-history":[{"count":0,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts\/43344\/revisions"}],"wp:attachment":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/media?parent=43344"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/categories?post=43344"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/tags?post=43344"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}