{"id":1521,"date":"2023-06-22T02:40:18","date_gmt":"2023-06-22T02:40:18","guid":{"rendered":"https:\/\/content.one.lumenlearning.com\/introstatstest\/chapter\/bootstrap-confidence-interval-apply-it-2\/"},"modified":"2025-05-17T02:53:54","modified_gmt":"2025-05-17T02:53:54","slug":"bootstrap-confidence-interval-apply-it-2","status":"publish","type":"chapter","link":"https:\/\/content.one.lumenlearning.com\/introstatstest\/chapter\/bootstrap-confidence-interval-apply-it-2\/","title":{"raw":"Bootstrap Confidence Interval - Apply It 2","rendered":"Bootstrap Confidence Interval &#8211; Apply It 2"},"content":{"raw":"<section class=\"textbox learningGoals\">\r\n<ul>\r\n\t<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Find a bootstrap confidence interval for a population parameter and difference in population parameters&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4609,&quot;3&quot;:{&quot;1&quot;:0},&quot;12&quot;:0,&quot;15&quot;:&quot;Calibri&quot;}\">Find a bootstrap confidence interval for a population parameter and difference in population parameters<\/span><\/li>\r\n\t<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Describe what a bootstrap confidence interval means and use it make inference regarding the population&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4609,&quot;3&quot;:{&quot;1&quot;:0},&quot;12&quot;:0,&quot;15&quot;:&quot;Calibri&quot;}\">Describe what a bootstrap confidence interval means and use it make inference regarding the population<\/span><\/li>\r\n<\/ul>\r\n<\/section>\r\n<h2>Bootstrap Confidence Interval for Difference in Population Parameters<\/h2>\r\n<section class=\"textbox interact\"><strong>Step 1: <\/strong>Go to the statistical software: <a href=\"https:\/\/istats.shinyapps.io\/Boot2samp\/\">https:\/\/istats.shinyapps.io\/Boot2samp\/<\/a><strong><br \/>\r\nStep 2: <\/strong>For the \"Enter Data\" option, select \u201cFrom Textbook.\u201d<br \/>\r\n<strong>Step 3: <\/strong><span style=\"font-size: 1rem; orphans: 1; text-align: initial; background-color: initial; word-spacing: normal;\">For \u201cDataset,\u201d select \u201cPetting vs. Vocal Praise.\u201d<br \/>\r\n<\/span><strong>Step 4:\u00a0<\/strong>For the \u201cStatistic of Interest\u201d option, select \u201cDifference Between Means.\u201d<\/section>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]3636[\/ohm2_question]<\/section>\r\n<p>Now you are ready to create the bootstrap distribution for the difference in sample means.<\/p>\r\n<section class=\"textbox interact\"><b>Step 5: <\/b>Under the left-hand side of the screen, prompt \u201cSelect how many bootstrap samples you want to generate,\u201d click \u201c1,000.\u201d<strong><br \/>\r\nStep 6:\u00a0<\/strong>Under \u201cOptions,\u201d check the box labeled \u201cSummary Statistics of Bootstrap Distb.\u201d<br \/>\r\n<strong>Step 7:<\/strong> <span style=\"font-size: 1rem; orphans: 1; text-align: initial; background-color: initial; word-spacing: normal;\">Press the button that says \u201cDraw Bootstrap Sample(s).\u201d<\/span><\/section>\r\n<p>The app will sample the petting data with replacement and separately sample the original vocal praise data with replacement, and then calculate each group\u2019s mean and the difference in the means.<\/p>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]3637[\/ohm2_question]<\/section>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]3638[\/ohm2_question]<\/section>","rendered":"<section class=\"textbox learningGoals\">\n<ul>\n<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Find a bootstrap confidence interval for a population parameter and difference in population parameters&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4609,&quot;3&quot;:{&quot;1&quot;:0},&quot;12&quot;:0,&quot;15&quot;:&quot;Calibri&quot;}\">Find a bootstrap confidence interval for a population parameter and difference in population parameters<\/span><\/li>\n<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Describe what a bootstrap confidence interval means and use it make inference regarding the population&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4609,&quot;3&quot;:{&quot;1&quot;:0},&quot;12&quot;:0,&quot;15&quot;:&quot;Calibri&quot;}\">Describe what a bootstrap confidence interval means and use it make inference regarding the population<\/span><\/li>\n<\/ul>\n<\/section>\n<h2>Bootstrap Confidence Interval for Difference in Population Parameters<\/h2>\n<section class=\"textbox interact\"><strong>Step 1: <\/strong>Go to the statistical software: <a href=\"https:\/\/istats.shinyapps.io\/Boot2samp\/\">https:\/\/istats.shinyapps.io\/Boot2samp\/<\/a><strong><br \/>\nStep 2: <\/strong>For the &#8220;Enter Data&#8221; option, select \u201cFrom Textbook.\u201d<br \/>\n<strong>Step 3: <\/strong><span style=\"font-size: 1rem; orphans: 1; text-align: initial; background-color: initial; word-spacing: normal;\">For \u201cDataset,\u201d select \u201cPetting vs. Vocal Praise.\u201d<br \/>\n<\/span><strong>Step 4:\u00a0<\/strong>For the \u201cStatistic of Interest\u201d option, select \u201cDifference Between Means.\u201d<\/section>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm3636\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=3636&theme=lumen&iframe_resize_id=ohm3636&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n<p>Now you are ready to create the bootstrap distribution for the difference in sample means.<\/p>\n<section class=\"textbox interact\"><b>Step 5: <\/b>Under the left-hand side of the screen, prompt \u201cSelect how many bootstrap samples you want to generate,\u201d click \u201c1,000.\u201d<strong><br \/>\nStep 6:\u00a0<\/strong>Under \u201cOptions,\u201d check the box labeled \u201cSummary Statistics of Bootstrap Distb.\u201d<br \/>\n<strong>Step 7:<\/strong> <span style=\"font-size: 1rem; orphans: 1; text-align: initial; background-color: initial; word-spacing: normal;\">Press the button that says \u201cDraw Bootstrap Sample(s).\u201d<\/span><\/section>\n<p>The app will sample the petting data with replacement and separately sample the original vocal praise data with replacement, and then calculate each group\u2019s mean and the difference in the means.<\/p>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm3637\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=3637&theme=lumen&iframe_resize_id=ohm3637&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm3638\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=3638&theme=lumen&iframe_resize_id=ohm3638&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n","protected":false},"author":8,"menu_order":17,"template":"","meta":{"_candela_citation":"[]","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"part":1502,"module-header":"apply_it","content_attributions":[],"internal_book_links":[],"video_content":null,"cc_video_embed_content":{"cc_scripts":"","media_targets":[]},"try_it_collection":null,"_links":{"self":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/1521"}],"collection":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/users\/8"}],"version-history":[{"count":6,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/1521\/revisions"}],"predecessor-version":[{"id":6929,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/1521\/revisions\/6929"}],"part":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/parts\/1502"}],"metadata":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/1521\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/media?parent=1521"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapter-type?post=1521"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/contributor?post=1521"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/license?post=1521"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}