{"id":433980,"date":"2018-06-21T19:17:10","date_gmt":"2018-06-21T19:17:10","guid":{"rendered":"https:\/\/essaypaper.org\/linear-regression-example\/"},"modified":"2018-10-24T09:04:48","modified_gmt":"2018-10-24T09:04:48","slug":"linear-regression-example","status":"publish","type":"post","link":"https:\/\/www.benedictsol.com\/blogs\/linear-regression-example\/","title":{"rendered":"Linear Regression Example"},"content":{"rendered":"
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Task:<\/b><\/p>\n

Based on the findings of two random variables, find the linear regression of X on Y and the selective correlation coefficient.<\/span><\/p>\n

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Solution:<\/b><\/p>\n

Let\u2019s build a correlation field:<\/span><\/p>\n

We can assume a linear relationship between these values.<\/span><\/p>\n

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Let\u2019s construct a table of calculated data for the evaluation of the linear regression:<\/span>\"\"<\/p>\n

Let\u2019s find the parameters of the linear regression:<\/span><\/p>\n

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Thus, the regression equation is:<\/span><\/p>\n

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We can make a conclusion that by increasing x value on 1, y will increase on 1,25.<\/span><\/p>\n

Let\u2019s find selective correlation coefficient:<\/span><\/p>\n

\"\"<\/p>\n

The correlation coefficient is close to 1, so the relationship between the factors is strong.<\/span><\/p>\n

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\u00a0<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"

\u00a0 Task: Based on the findings of two random variables, find the linear regression of X on Y and the selective correlation coefficient. Solution: Let\u2019s build a correlation field: We can assume a linear relationship between these values. Let\u2019s construct Read More …<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15,25],"tags":[],"class_list":["post-433980","post","type-post","status-publish","format-standard","hentry","category-essay-paper-writing","category-samples"],"_links":{"self":[{"href":"https:\/\/www.benedictsol.com\/blogs\/wp-json\/wp\/v2\/posts\/433980","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.benedictsol.com\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.benedictsol.com\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.benedictsol.com\/blogs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.benedictsol.com\/blogs\/wp-json\/wp\/v2\/comments?post=433980"}],"version-history":[{"count":0,"href":"https:\/\/www.benedictsol.com\/blogs\/wp-json\/wp\/v2\/posts\/433980\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.benedictsol.com\/blogs\/wp-json\/wp\/v2\/media?parent=433980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.benedictsol.com\/blogs\/wp-json\/wp\/v2\/categories?post=433980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.benedictsol.com\/blogs\/wp-json\/wp\/v2\/tags?post=433980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}