{"id":252478,"date":"2025-07-11T10:26:19","date_gmt":"2025-07-11T10:26:19","guid":{"rendered":"https:\/\/learnexams.com\/blog\/?p=252478"},"modified":"2025-07-11T10:26:21","modified_gmt":"2025-07-11T10:26:21","slug":"consider-the-following-data","status":"publish","type":"post","link":"https:\/\/www.learnexams.com\/blog\/2025\/07\/11\/consider-the-following-data\/","title":{"rendered":"Consider the following data"},"content":{"rendered":"\n<p>Consider the following data: 1,6,7,3,5,2 Step 1 of 3: Calculate the value of the sample variance. Round your answer to one decimal place. Step 2 of 3: Calculate the value of the sample standard deviation. Round your answer to one decimal place. Step 3 of 3: Calculate the value of the range<\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ast-global-color-1-color\">The Correct Answer and Explanation is:<\/mark><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 1: Calculate the Sample Variance<\/h3>\n\n\n\n<p>To calculate the sample variance, we follow these steps:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Find the mean<\/strong> of the data.<\/li>\n\n\n\n<li><strong>Subtract the mean<\/strong> from each data point and square the result.<\/li>\n\n\n\n<li><strong>Sum up all the squared differences<\/strong>.<\/li>\n\n\n\n<li><strong>Divide by (n &#8211; 1)<\/strong>, where <em>n<\/em> is the number of data points.<\/li>\n<\/ol>\n\n\n\n<p>Given data: 1, 6, 7, 3, 5, 2<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 1.1: Find the mean<\/h4>\n\n\n\n<p>Mean=1+6+7+3+5+26=246=4\\text{Mean} = \\frac{1 + 6 + 7 + 3 + 5 + 2}{6} = \\frac{24}{6} = 4Mean=61+6+7+3+5+2\u200b=624\u200b=4<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 1.2: Calculate the squared differences from the mean<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>(1 &#8211; 4)\u00b2 = (-3)\u00b2 = 9<\/li>\n\n\n\n<li>(6 &#8211; 4)\u00b2 = (2)\u00b2 = 4<\/li>\n\n\n\n<li>(7 &#8211; 4)\u00b2 = (3)\u00b2 = 9<\/li>\n\n\n\n<li>(3 &#8211; 4)\u00b2 = (-1)\u00b2 = 1<\/li>\n\n\n\n<li>(5 &#8211; 4)\u00b2 = (1)\u00b2 = 1<\/li>\n\n\n\n<li>(2 &#8211; 4)\u00b2 = (-2)\u00b2 = 4<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Step 1.3: Sum of the squared differences<\/h4>\n\n\n\n<p>9+4+9+1+1+4=289 + 4 + 9 + 1 + 1 + 4 = 289+4+9+1+1+4=28<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 1.4: Calculate the sample variance<\/h4>\n\n\n\n<p>Sample&nbsp;Variance=286\u22121=285=5.6\\text{Sample Variance} = \\frac{28}{6 &#8211; 1} = \\frac{28}{5} = 5.6Sample&nbsp;Variance=6\u2212128\u200b=528\u200b=5.6<\/p>\n\n\n\n<p>So, the sample variance is <strong>5.6<\/strong> (rounded to one decimal place).<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Step 2: Calculate the Sample Standard Deviation<\/h3>\n\n\n\n<p>The sample standard deviation is the square root of the sample variance: Sample&nbsp;Standard&nbsp;Deviation=5.6\u22482.37\\text{Sample Standard Deviation} = \\sqrt{5.6} \\approx 2.37Sample&nbsp;Standard&nbsp;Deviation=5.6\u200b\u22482.37<\/p>\n\n\n\n<p>Rounding to one decimal place, the sample standard deviation is <strong>2.4<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Step 3: Calculate the Range<\/h3>\n\n\n\n<p>The range is simply the difference between the maximum and minimum values in the dataset:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Maximum value = 7<\/li>\n\n\n\n<li>Minimum value = 1<\/li>\n<\/ul>\n\n\n\n<p>Range=7\u22121=6\\text{Range} = 7 &#8211; 1 = 6Range=7\u22121=6<\/p>\n\n\n\n<p>So, the range is <strong>6<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Summary:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sample Variance<\/strong> = 5.6<\/li>\n\n\n\n<li><strong>Sample Standard Deviation<\/strong> = 2.4<\/li>\n\n\n\n<li><strong>Range<\/strong> = 6<\/li>\n<\/ul>\n\n\n\n<p>These values provide insights into the spread and variability of the dataset. The sample variance quantifies how spread out the data points are from the mean, the standard deviation gives a more intuitive measure of spread in the same units as the original data, and the range offers a simple but effective way of describing the extent between the smallest and largest data points.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/learnexams.com\/blog\/wp-content\/uploads\/2025\/07\/learnexams-banner6-242.jpeg\" alt=\"\" class=\"wp-image-252479\"\/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Consider the following data: 1,6,7,3,5,2 Step 1 of 3: Calculate the value of the sample variance. Round your answer to one decimal place. Step 2 of 3: Calculate the value of the sample standard deviation. Round your answer to one decimal place. Step 3 of 3: Calculate the value of the range The Correct Answer [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[25],"tags":[],"class_list":["post-252478","post","type-post","status-publish","format-standard","hentry","category-exams-certification"],"_links":{"self":[{"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/posts\/252478","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/comments?post=252478"}],"version-history":[{"count":0,"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/posts\/252478\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/media?parent=252478"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/categories?post=252478"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/tags?post=252478"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}