{"id":21970,"date":"2024-10-23T22:46:32","date_gmt":"2024-10-23T17:16:32","guid":{"rendered":"http:\/\/www.sachdevajk.in\/?p=21970"},"modified":"2024-10-23T22:46:34","modified_gmt":"2024-10-23T17:16:34","slug":"a-comparison-of-four-superbikes-using-a-one-way-anova-table","status":"publish","type":"post","link":"http:\/\/www.sachdevajk.in\/?p=21970","title":{"rendered":"A comparison of four Superbikes using a one-way ANOVA Table"},"content":{"rendered":"<p><strong>TITLE:<\/strong> Superbike Preference Rating<\/p>\n<p><strong>Author:<\/strong> Manan Khamesra (F2)<\/p>\n<p><strong>Introduction:<\/strong>\u00a0This study compares four well-known superbikes: BMW S1000RR, Kawasaki ZX10R, Honda CBR 1000RR and Yamaha R1, using a one-way ANOVA method. The results will help highlight the unique qualities of each brand.<\/p>\n<p><strong>Objective:<\/strong>\u00a0To compare the ratings of four Superbikes.<\/p>\n<p><strong>Data Collection:<\/strong> I gathered feedback from my friends about four superbikes and asked them to rate each brand on a scale from 1 to 10. To analyse the collected data, a one-way ANOVA (Analysis of Variance) was used to determine if there are differences among the four brands.<\/p>\n<p><strong>Data Analysis<u>:<\/u><\/strong>\u00a0The ANOVA: Single Factor test was performed to compare the ratings of four brands.<\/p>\n<p>The hypotheses for the test are:<\/p>\n<ul>\n<li>Null Hypothesis (H0): It states that all superbike preferences are the same.<\/li>\n<li>Alternative Hypothesis (H1): It indicate that at least one superbike is rated significantly differently.<\/li>\n<\/ul>\n<p>The results of the ANOVA: Single Factor test are as follows:<\/p>\n<table width=\"496\">\n<tbody>\n<tr>\n<td width=\"112\">\n<p>ANOVA<\/p>\n<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<\/tr>\n<tr>\n<td width=\"112\">\n<p><em>Source of Variation<\/em><\/p>\n<\/td>\n<td width=\"64\">\n<p><em>SS<\/em><\/p>\n<\/td>\n<td width=\"64\">\n<p><em>df<\/em><\/p>\n<\/td>\n<td width=\"64\">\n<p><em>MS<\/em><\/p>\n<\/td>\n<td width=\"64\">\n<p><em>F<\/em><\/p>\n<\/td>\n<td width=\"64\">\n<p><em>P-value<\/em><\/p>\n<\/td>\n<td width=\"64\">\n<p><em>F crit<\/em><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"112\">\n<p>Between Groups<\/p>\n<\/td>\n<td width=\"64\">\n<p>1.79<\/p>\n<\/td>\n<td width=\"64\">\n<p>3<\/p>\n<\/td>\n<td width=\"64\">\n<p>0.596667<\/p>\n<\/td>\n<td width=\"64\">\n<p>0.619913<\/p>\n<\/td>\n<td width=\"64\">\n<p>0.603794<\/p>\n<\/td>\n<td width=\"64\">\n<p>2.699393<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"112\">\n<p>Within Groups<\/p>\n<\/td>\n<td width=\"64\">\n<p>92.4<\/p>\n<\/td>\n<td width=\"64\">\n<p>96<\/p>\n<\/td>\n<td width=\"64\">\n<p>0.9625<\/p>\n<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<\/tr>\n<tr>\n<td width=\"112\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<\/tr>\n<tr>\n<td width=\"112\">\n<p>Total<\/p>\n<\/td>\n<td width=\"64\">\n<p>94.19<\/p>\n<\/td>\n<td width=\"64\">\n<p>99<\/p>\n<\/td>\n<td width=\"64\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"64\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"64\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"64\">\n<p>\u00a0<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\n<p>The above table shows P vale as 0.603 which is more than 0.05 which means NULL Hypothesis is accepted.<\/p>\n<p><strong>Conclusion<\/strong>: All superbikes preference are same<\/p>\n<p>\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>TITLE: Superbike Preference Rating Author: Manan Khamesra (F2) Introduction:\u00a0This study compares four well-known superbikes: BMW S1000RR, Kawasaki ZX10R, Honda CBR 1000RR and Yamaha R1, using a one-way ANOVA method. The results will help highlight the unique qualities of each brand. Objective:\u00a0To compare the ratings of four Superbikes. Data Collection: I gathered feedback from my friends&hellip; <a class=\"more-link\" href=\"http:\/\/www.sachdevajk.in\/?p=21970\">Continue reading <span class=\"screen-reader-text\">A comparison of four Superbikes using a one-way ANOVA Table<\/span><\/a><\/p>\n","protected":false},"author":139533,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[1997],"class_list":["post-21970","post","type-post","status-publish","format-standard","hentry","category-sales-marketing","tag-itm-f2","entry"],"_links":{"self":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21970","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/users\/139533"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=21970"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21970\/revisions"}],"predecessor-version":[{"id":21971,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21970\/revisions\/21971"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=21970"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=21970"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=21970"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}