{"id":1324,"date":"2021-07-07T15:07:58","date_gmt":"2021-07-07T19:07:58","guid":{"rendered":"https:\/\/openbooks.macewan.ca\/rcommander\/?post_type=chapter&#038;p=1324"},"modified":"2024-02-08T17:00:10","modified_gmt":"2024-02-08T22:00:10","slug":"13-10-learning-objectives","status":"publish","type":"chapter","link":"https:\/\/openbooks.macewan.ca\/introstats\/chapter\/13-10-learning-objectives\/","title":{"raw":"13.10 Learning Objectives Revisited","rendered":"13.10 Learning Objectives Revisited"},"content":{"raw":"<div class=\"textbox textbox--learning-objectives\"><header class=\"textbox__header\">\r\n<p class=\"textbox__title\">Learning Objectives<\/p>\r\n\r\n<\/header>\r\n<div class=\"textbox__content\">\r\n\r\nAs a result of completing this chapter, you will be able to do the following:\r\n<ul>\r\n \t<li>Identify situations where simple linear regression should be used (Section 13.1).<\/li>\r\n \t<li>Explain the main idea of the method of least squares (Section 13.2).<\/li>\r\n \t<li>Calculate the least-squares fitted line (Section 13.2).<\/li>\r\n \t<li>Calculate and interpret the correlation coefficient <em>r<\/em> (Section 13.5).<\/li>\r\n \t<li>Calculate and interpret the coefficient of determination <em>r<\/em><sup>2<\/sup> (Section 13.6).<\/li>\r\n \t<li>Explain the terms in a simple linear regression model (Section 13.7).<\/li>\r\n \t<li>Conduct a [latex]t[\/latex]\u00a0test and obtain a [latex]t[\/latex]\u00a0confidence interval for the slope parameter [latex]\\beta_1[\/latex] (Section 13.8).<\/li>\r\n \t<li>Explain the difference between confidence intervals and prediction intervals (Section 13.9).<\/li>\r\n \t<li>Obtain a confidence interval for the conditional mean and a prediction interval for a single response (Section 13.9).<\/li>\r\n<\/ul>\r\n<\/div>\r\n<\/div>","rendered":"<div class=\"textbox textbox--learning-objectives\">\n<header class=\"textbox__header\">\n<p class=\"textbox__title\">Learning Objectives<\/p>\n<\/header>\n<div class=\"textbox__content\">\n<p>As a result of completing this chapter, you will be able to do the following:<\/p>\n<ul>\n<li>Identify situations where simple linear regression should be used (Section 13.1).<\/li>\n<li>Explain the main idea of the method of least squares (Section 13.2).<\/li>\n<li>Calculate the least-squares fitted line (Section 13.2).<\/li>\n<li>Calculate and interpret the correlation coefficient <em>r<\/em> (Section 13.5).<\/li>\n<li>Calculate and interpret the coefficient of determination <em>r<\/em><sup>2<\/sup> (Section 13.6).<\/li>\n<li>Explain the terms in a simple linear regression model (Section 13.7).<\/li>\n<li>Conduct a [latex]t[\/latex]\u00a0test and obtain a [latex]t[\/latex]\u00a0confidence interval for the slope parameter [latex]\\beta_1[\/latex] (Section 13.8).<\/li>\n<li>Explain the difference between confidence intervals and prediction intervals (Section 13.9).<\/li>\n<li>Obtain a confidence interval for the conditional mean and a prediction interval for a single response (Section 13.9).<\/li>\n<\/ul>\n<\/div>\n<\/div>\n","protected":false},"author":19,"menu_order":10,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-1324","chapter","type-chapter","status-publish","hentry"],"part":1246,"_links":{"self":[{"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/pressbooks\/v2\/chapters\/1324","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/wp\/v2\/users\/19"}],"version-history":[{"count":7,"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/pressbooks\/v2\/chapters\/1324\/revisions"}],"predecessor-version":[{"id":4932,"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/pressbooks\/v2\/chapters\/1324\/revisions\/4932"}],"part":[{"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/pressbooks\/v2\/parts\/1246"}],"metadata":[{"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/pressbooks\/v2\/chapters\/1324\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/wp\/v2\/media?parent=1324"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/pressbooks\/v2\/chapter-type?post=1324"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/wp\/v2\/contributor?post=1324"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/openbooks.macewan.ca\/introstats\/wp-json\/wp\/v2\/license?post=1324"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}