{"id":1032,"date":"2022-01-11T22:41:58","date_gmt":"2022-01-11T22:41:58","guid":{"rendered":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/?post_type=chapter&#038;p=1032"},"modified":"2022-02-04T21:55:38","modified_gmt":"2022-02-04T21:55:38","slug":"4e","status":"publish","type":"chapter","link":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/chapter\/4e\/","title":{"raw":"4E","rendered":"4E"},"content":{"raw":"<div style=\"text-align: left;\" align=\"center\">\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td>Skill or Concept: I can . . .<\/td>\r\n<td>Questions to check your understanding<\/td>\r\n<td>Rating\r\nfrom 1 to 5<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Convert values into standardized scores.<\/td>\r\n<td>1\u20134<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Use a value\u2019s standardized score to determine whether the value is above, below, or equal to the mean.<\/td>\r\n<td>4<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Explain the Empirical Rule.<\/td>\r\n<td>5<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<img class=\"alignnone wp-image-1034\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/5738\/2022\/01\/11224131\/Picture60-300x201.jpg\" alt=\"Two people in a room with a doctor who is writing something on a clipboard. Everyone is wearing face masks.\" width=\"894\" height=\"599\" \/> <img class=\"alignnone wp-image-1033\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/5738\/2022\/01\/11224126\/Picture59-300x295.jpg\" alt=\"A bar graph with the highest bars in the middle and lower bars to either side. In the center, the x-axis is labeled &quot;mu.&quot; Three bars to the left, it is labeled &quot;mu - sigma,&quot; three more bars to the left it is labeled &quot;mu - 2 sigma,&quot; and three more to the left, it's labeled &quot;mu - 3 sigma.&quot; Three to the right of the center, it is labeled &quot;mu + sigma.&quot; Three more to the right and it is labeled &quot;mu + 2 sigma&quot; and three more to the right, it is labeled &quot;mu + 3 sigma.&quot; The center six bars are all green and labeled as 68&amp; collectively. The three leftmost center bars are labeled 34.1%, and the three rightmost center bars are also labeled 34.1%. The next three bars out on either side of the center six are each labeled 13.6% and the center 12 are all labeled 95% collectively. Lastly, the next three out on either side of the center twelve are each labeled 2.1% and all 18 are collectively labeled 99.7% \u2248 100%\" width=\"631\" height=\"620\" \/>\r\n\r\nGlossary\r\n<dl id=\"fs-id1170572229168\" class=\"definition\">\r\n \t<dt>standardized value<\/dt>\r\n \t<dd id=\"fs-id1170572229174\">the number of standard deviations an observation is away from the mean. Also referred to as a\u00a0<strong>z-score<\/strong>.<\/dd>\r\n<\/dl>\r\n<dl id=\"fs-id1170572229190\" class=\"definition\">\r\n \t<dt>Empirical Rule<\/dt>\r\n \t<dd id=\"fs-id1170572229195\">a guideline that predicts the percentage of observations within a certain number of standard deviations. Also known as the\u00a0<strong>68-95-99.7 Rule<\/strong>\u00a0which states that\u00a0in a bell-shaped, unimodal distribution, almost all of the observed data values,\u00a0<span id=\"MathJax-Element-6-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mi&gt;x&lt;\/mi&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-25\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-26\" class=\"mjx-mrow\"><span id=\"MJXc-Node-27\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">x<\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>x<\/mi><\/math><\/span><\/span>, lie within three standard deviations,\u00a0<span id=\"MathJax-Element-7-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mi&gt;&amp;#x03C3;&lt;\/mi&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-28\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-29\" class=\"mjx-mrow\"><span id=\"MJXc-Node-30\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03c3<\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>\u03c3<\/mi><\/math><\/span><\/span>, to either side of the mean,\u00a0<span id=\"MathJax-Element-8-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mi&gt;&amp;#x03BC;&lt;\/mi&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-31\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-32\" class=\"mjx-mrow\"><span id=\"MJXc-Node-33\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03bc<\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>\u03bc<\/mi><\/math><\/span><\/span>. More specifically, about 68% of observations in a dataset will be within one standard deviation of the mean\u00a0<span id=\"MathJax-Element-9-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;\/mo&gt;&lt;mrow&gt;&lt;mi&gt;&amp;#x03BC;&lt;\/mi&gt;&lt;mo&gt;&amp;#x00B1;&lt;\/mo&gt;&lt;mi&gt;&amp;#x03C3;&lt;\/mi&gt;&lt;\/mrow&gt;&lt;mo&gt;)&lt;\/mo&gt;&lt;\/mrow&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-34\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-35\" class=\"mjx-mrow\"><span id=\"MJXc-Node-36\" class=\"mjx-mrow\"><span id=\"MJXc-Node-37\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">(<\/span><\/span><span id=\"MJXc-Node-38\" class=\"mjx-mrow\"><span id=\"MJXc-Node-39\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03bc<\/span><\/span><span id=\"MJXc-Node-40\" class=\"mjx-mo MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">\u00b1<\/span><\/span><span id=\"MJXc-Node-41\" class=\"mjx-mi MJXc-space2\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03c3<\/span><\/span><\/span><span id=\"MJXc-Node-42\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">)<\/span><\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mrow><mo>(<\/mo><mrow><mi>\u03bc<\/mi><mo>\u00b1<\/mo><mi>\u03c3<\/mi><\/mrow><mo>)<\/mo><\/mrow><\/math><\/span><\/span>,\u00a0about 95% of the observations in a dataset will be within two standard deviations of the mean\u00a0<span id=\"MathJax-Element-10-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;\/mo&gt;&lt;mrow&gt;&lt;mi&gt;&amp;#x03BC;&lt;\/mi&gt;&lt;mo&gt;&amp;#x00B1;&lt;\/mo&gt;&lt;mn&gt;2&lt;\/mn&gt;&lt;mi&gt;&amp;#x03C3;&lt;\/mi&gt;&lt;\/mrow&gt;&lt;mo&gt;)&lt;\/mo&gt;&lt;\/mrow&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-43\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-44\" class=\"mjx-mrow\"><span id=\"MJXc-Node-45\" class=\"mjx-mrow\"><span id=\"MJXc-Node-46\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">(<\/span><\/span><span id=\"MJXc-Node-47\" class=\"mjx-mrow\"><span id=\"MJXc-Node-48\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03bc<\/span><\/span><span id=\"MJXc-Node-49\" class=\"mjx-mo MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">\u00b1<\/span><\/span><span id=\"MJXc-Node-50\" class=\"mjx-mn MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">2<\/span><\/span><span id=\"MJXc-Node-51\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03c3<\/span><\/span><\/span><span id=\"MJXc-Node-52\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">)<\/span><\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mrow><mo>(<\/mo><mrow><mi>\u03bc<\/mi><mo>\u00b1<\/mo><mn>2<\/mn><mi>\u03c3<\/mi><\/mrow><mo>)<\/mo><\/mrow><\/math><\/span><\/span>, and\u00a0about 99.7% of the observations in a dataset will be within three standard deviations of the mean\u00a0<span id=\"MathJax-Element-11-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;\/mo&gt;&lt;mrow&gt;&lt;mi&gt;&amp;#x03BC;&lt;\/mi&gt;&lt;mo&gt;&amp;#x00B1;&lt;\/mo&gt;&lt;mn&gt;3&lt;\/mn&gt;&lt;mi&gt;&amp;#x03C3;&lt;\/mi&gt;&lt;\/mrow&gt;&lt;mo&gt;)&lt;\/mo&gt;&lt;\/mrow&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-53\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-54\" class=\"mjx-mrow\"><span id=\"MJXc-Node-55\" class=\"mjx-mrow\"><span id=\"MJXc-Node-56\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">(<\/span><\/span><span id=\"MJXc-Node-57\" class=\"mjx-mrow\"><span id=\"MJXc-Node-58\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03bc<\/span><\/span><span id=\"MJXc-Node-59\" class=\"mjx-mo MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">\u00b1<\/span><\/span><span id=\"MJXc-Node-60\" class=\"mjx-mn MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">3<\/span><\/span><span id=\"MJXc-Node-61\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03c3<\/span><\/span><\/span><span id=\"MJXc-Node-62\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">)<\/span><\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mrow><mo>(<\/mo><mrow><mi>\u03bc<\/mi><mo>\u00b1<\/mo><mn>3<\/mn><mi>\u03c3<\/mi><\/mrow><mo>)<\/mo><\/mrow><\/math><\/span><\/span>.<\/dd>\r\n<\/dl>\r\n<\/div>","rendered":"<div style=\"text-align: left; margin: auto;\">\n<table>\n<tbody>\n<tr>\n<td>Skill or Concept: I can . . .<\/td>\n<td>Questions to check your understanding<\/td>\n<td>Rating<br \/>\nfrom 1 to 5<\/td>\n<\/tr>\n<tr>\n<td>Convert values into standardized scores.<\/td>\n<td>1\u20134<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Use a value\u2019s standardized score to determine whether the value is above, below, or equal to the mean.<\/td>\n<td>4<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Explain the Empirical Rule.<\/td>\n<td>5<\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1034\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/5738\/2022\/01\/11224131\/Picture60-300x201.jpg\" alt=\"Two people in a room with a doctor who is writing something on a clipboard. Everyone is wearing face masks.\" width=\"894\" height=\"599\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1033\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/5738\/2022\/01\/11224126\/Picture59-300x295.jpg\" alt=\"A bar graph with the highest bars in the middle and lower bars to either side. In the center, the x-axis is labeled &quot;mu.&quot; Three bars to the left, it is labeled &quot;mu - sigma,&quot; three more bars to the left it is labeled &quot;mu - 2 sigma,&quot; and three more to the left, it's labeled &quot;mu - 3 sigma.&quot; Three to the right of the center, it is labeled &quot;mu + sigma.&quot; Three more to the right and it is labeled &quot;mu + 2 sigma&quot; and three more to the right, it is labeled &quot;mu + 3 sigma.&quot; The center six bars are all green and labeled as 68&amp; collectively. The three leftmost center bars are labeled 34.1%, and the three rightmost center bars are also labeled 34.1%. The next three bars out on either side of the center six are each labeled 13.6% and the center 12 are all labeled 95% collectively. Lastly, the next three out on either side of the center twelve are each labeled 2.1% and all 18 are collectively labeled 99.7% \u2248 100%\" width=\"631\" height=\"620\" \/><\/p>\n<p>Glossary<\/p>\n<dl id=\"fs-id1170572229168\" class=\"definition\">\n<dt>standardized value<\/dt>\n<dd id=\"fs-id1170572229174\">the number of standard deviations an observation is away from the mean. Also referred to as a\u00a0<strong>z-score<\/strong>.<\/dd>\n<\/dl>\n<dl id=\"fs-id1170572229190\" class=\"definition\">\n<dt>Empirical Rule<\/dt>\n<dd id=\"fs-id1170572229195\">a guideline that predicts the percentage of observations within a certain number of standard deviations. Also known as the\u00a0<strong>68-95-99.7 Rule<\/strong>\u00a0which states that\u00a0in a bell-shaped, unimodal distribution, almost all of the observed data values,\u00a0<span id=\"MathJax-Element-6-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mi&gt;x&lt;\/mi&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-25\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-26\" class=\"mjx-mrow\"><span id=\"MJXc-Node-27\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">x<\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>x<\/mi><\/math><\/span><\/span>, lie within three standard deviations,\u00a0<span id=\"MathJax-Element-7-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mi&gt;&amp;#x03C3;&lt;\/mi&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-28\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-29\" class=\"mjx-mrow\"><span id=\"MJXc-Node-30\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03c3<\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>\u03c3<\/mi><\/math><\/span><\/span>, to either side of the mean,\u00a0<span id=\"MathJax-Element-8-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mi&gt;&amp;#x03BC;&lt;\/mi&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-31\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-32\" class=\"mjx-mrow\"><span id=\"MJXc-Node-33\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03bc<\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>\u03bc<\/mi><\/math><\/span><\/span>. More specifically, about 68% of observations in a dataset will be within one standard deviation of the mean\u00a0<span id=\"MathJax-Element-9-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;\/mo&gt;&lt;mrow&gt;&lt;mi&gt;&amp;#x03BC;&lt;\/mi&gt;&lt;mo&gt;&amp;#x00B1;&lt;\/mo&gt;&lt;mi&gt;&amp;#x03C3;&lt;\/mi&gt;&lt;\/mrow&gt;&lt;mo&gt;)&lt;\/mo&gt;&lt;\/mrow&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-34\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-35\" class=\"mjx-mrow\"><span id=\"MJXc-Node-36\" class=\"mjx-mrow\"><span id=\"MJXc-Node-37\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">(<\/span><\/span><span id=\"MJXc-Node-38\" class=\"mjx-mrow\"><span id=\"MJXc-Node-39\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03bc<\/span><\/span><span id=\"MJXc-Node-40\" class=\"mjx-mo MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">\u00b1<\/span><\/span><span id=\"MJXc-Node-41\" class=\"mjx-mi MJXc-space2\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03c3<\/span><\/span><\/span><span id=\"MJXc-Node-42\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">)<\/span><\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mrow><mo>(<\/mo><mrow><mi>\u03bc<\/mi><mo>\u00b1<\/mo><mi>\u03c3<\/mi><\/mrow><mo>)<\/mo><\/mrow><\/math><\/span><\/span>,\u00a0about 95% of the observations in a dataset will be within two standard deviations of the mean\u00a0<span id=\"MathJax-Element-10-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;\/mo&gt;&lt;mrow&gt;&lt;mi&gt;&amp;#x03BC;&lt;\/mi&gt;&lt;mo&gt;&amp;#x00B1;&lt;\/mo&gt;&lt;mn&gt;2&lt;\/mn&gt;&lt;mi&gt;&amp;#x03C3;&lt;\/mi&gt;&lt;\/mrow&gt;&lt;mo&gt;)&lt;\/mo&gt;&lt;\/mrow&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-43\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-44\" class=\"mjx-mrow\"><span id=\"MJXc-Node-45\" class=\"mjx-mrow\"><span id=\"MJXc-Node-46\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">(<\/span><\/span><span id=\"MJXc-Node-47\" class=\"mjx-mrow\"><span id=\"MJXc-Node-48\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03bc<\/span><\/span><span id=\"MJXc-Node-49\" class=\"mjx-mo MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">\u00b1<\/span><\/span><span id=\"MJXc-Node-50\" class=\"mjx-mn MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">2<\/span><\/span><span id=\"MJXc-Node-51\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03c3<\/span><\/span><\/span><span id=\"MJXc-Node-52\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">)<\/span><\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mrow><mo>(<\/mo><mrow><mi>\u03bc<\/mi><mo>\u00b1<\/mo><mn>2<\/mn><mi>\u03c3<\/mi><\/mrow><mo>)<\/mo><\/mrow><\/math><\/span><\/span>, and\u00a0about 99.7% of the observations in a dataset will be within three standard deviations of the mean\u00a0<span id=\"MathJax-Element-11-Frame\" class=\"mjx-chtml MathJax_CHTML\" style=\"font-family: proxima-nova, sans-serif; -webkit-font-smoothing: subpixel-antialiased; padding: 1px 0px; margin: 0px; font-size: 17.44px; vertical-align: baseline; background: transparent; border: 0px; outline: 0px; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; position: relative;\" tabindex=\"0\" role=\"presentation\" data-mathml=\"&lt;math xmlns=&quot;http:\/\/www.w3.org\/1998\/Math\/MathML&quot;&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;\/mo&gt;&lt;mrow&gt;&lt;mi&gt;&amp;#x03BC;&lt;\/mi&gt;&lt;mo&gt;&amp;#x00B1;&lt;\/mo&gt;&lt;mn&gt;3&lt;\/mn&gt;&lt;mi&gt;&amp;#x03C3;&lt;\/mi&gt;&lt;\/mrow&gt;&lt;mo&gt;)&lt;\/mo&gt;&lt;\/mrow&gt;&lt;\/math&gt;\"><span id=\"MJXc-Node-53\" class=\"mjx-math\" aria-hidden=\"true\"><span id=\"MJXc-Node-54\" class=\"mjx-mrow\"><span id=\"MJXc-Node-55\" class=\"mjx-mrow\"><span id=\"MJXc-Node-56\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">(<\/span><\/span><span id=\"MJXc-Node-57\" class=\"mjx-mrow\"><span id=\"MJXc-Node-58\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03bc<\/span><\/span><span id=\"MJXc-Node-59\" class=\"mjx-mo MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">\u00b1<\/span><\/span><span id=\"MJXc-Node-60\" class=\"mjx-mn MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">3<\/span><\/span><span id=\"MJXc-Node-61\" class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-math-I\">\u03c3<\/span><\/span><\/span><span id=\"MJXc-Node-62\" class=\"mjx-mo\"><span class=\"mjx-char MJXc-TeX-main-R\">)<\/span><\/span><\/span><\/span><\/span><span class=\"MJX_Assistive_MathML\" role=\"presentation\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mrow><mo>(<\/mo><mrow><mi>\u03bc<\/mi><mo>\u00b1<\/mo><mn>3<\/mn><mi>\u03c3<\/mi><\/mrow><mo>)<\/mo><\/mrow><\/math><\/span><\/span>.<\/dd>\n<\/dl>\n<\/div>\n","protected":false},"author":23592,"menu_order":10,"template":"","meta":{"_candela_citation":"[]","CANDELA_OUTCOMES_GUID":"","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-1032","chapter","type-chapter","status-publish","hentry"],"part":704,"_links":{"self":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapters\/1032","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/wp\/v2\/users\/23592"}],"version-history":[{"count":4,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapters\/1032\/revisions"}],"predecessor-version":[{"id":2810,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapters\/1032\/revisions\/2810"}],"part":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/parts\/704"}],"metadata":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapters\/1032\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/wp\/v2\/media?parent=1032"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapter-type?post=1032"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/wp\/v2\/contributor?post=1032"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/wp\/v2\/license?post=1032"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}