{"id":22050,"date":"2024-10-26T07:55:56","date_gmt":"2024-10-26T02:25:56","guid":{"rendered":"https:\/\/www.sachdevajk.in\/?p=22050"},"modified":"2024-10-26T07:55:56","modified_gmt":"2024-10-26T02:25:56","slug":"dancer-survey-using-anova-single-factor","status":"publish","type":"post","link":"http:\/\/www.sachdevajk.in\/?p=22050","title":{"rendered":"Dancer Survey Using ANOVA: Single Factor"},"content":{"rendered":"<p>Author: Jainil Patoliya<\/p>\n<p><sup>\u00a0<\/sup>F1 2024-26\u00a0 \u2013 021330024540.<\/p>\n<p>\u00a0<\/p>\n<p>Introduction:\u00a0<\/p>\n<p>This report looks at how students at ITM Business School view four major Dancer, Remo D&#8217;Souza, Shakti Mohan, Raghav Juyal, Punit Pathak. We want to understand their opinions by analyzing the rankings they gave to these Dancer, from 1 (lowest) to 10 (highest). Using a method called ANOVA: Single Factor, we will check if there is a big difference in how students rated Dancer. This will help us see which banks students prefer and how they feel about them.\u00a0\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>Objective:\u00a0<\/p>\n<p>To find out if there are significant differences in the preferences (ratings) of ITM students for the Dancer &#8211; Remo D&#8217;Souza, Shakti Mohan, Raghav Juyal, Punit Pathak.<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>Data Collection:<\/p>\n<p>\u00a0Students of ITM Business School were surveyed. Each student rated four movie genres i.e. Remo D&#8217;Souza, Shakti Mohan, Raghav Juyal, and Punit Pathak, on a scale of 1 to 10, were 1 indicates low preference and 10 indicates high preference. The ratings for each genre were recorded for analysis.<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>Data Analysis:<\/p>\n<p>\u00a0The ANOVA: Single Factor test was performed to compare the means of the ratings across the four genres.<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>The hypotheses for the test are:<\/p>\n<ul>\n<li>Null Hypothesis (H<sub>0<\/sub>): There is no significant difference in the average ratings of Remo D&#8217;Souza, Shakti Mohan, Raghav Juyal, Punit Pathak.<\/li>\n<li>Alternate Hypothesis (H<sub>1<\/sub>) At least one of the genres has a significantly different average rating.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>The results of the ANOVA: Single Factor test are as follows:<\/p>\n<table width=\"632\">\n<tbody>\n<tr>\n<td width=\"127\">\n<p>ANOVA<\/p>\n<\/td>\n<td width=\"64\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"46\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"70\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"81\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"76\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"92\">\n<p>\u00a0<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"127\">\n<p>Source of Variation<\/p>\n<\/td>\n<td width=\"64\">\n<p>SS<\/p>\n<\/td>\n<td width=\"46\">\n<p>df<\/p>\n<\/td>\n<td width=\"70\">\n<p>MS<\/p>\n<\/td>\n<td width=\"81\">\n<p>F<\/p>\n<\/td>\n<td width=\"76\">\n<p>P-value<\/p>\n<\/td>\n<td width=\"92\">\n<p>F crit<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"127\">\n<p>Between Groups<\/p>\n<\/td>\n<td width=\"64\">\n<p>122.11<\/p>\n<\/td>\n<td width=\"46\">\n<p>3<\/p>\n<\/td>\n<td width=\"70\">\n<p>40.70333<\/p>\n<\/td>\n<td width=\"81\">\n<p>8.597782<\/p>\n<\/td>\n<td width=\"76\">\n<p>4.11E-05<\/p>\n<\/td>\n<td width=\"92\">\n<p>2.699392598<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"127\">\n<p>Within Groups<\/p>\n<\/td>\n<td width=\"64\">\n<p>454.48<\/p>\n<\/td>\n<td width=\"46\">\n<p>96<\/p>\n<\/td>\n<td width=\"70\">\n<p>4.734167<\/p>\n<\/td>\n<td width=\"81\">\u00a0<\/td>\n<td width=\"76\">\u00a0<\/td>\n<td width=\"92\">\u00a0<\/td>\n<\/tr>\n<tr>\n<td width=\"127\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"46\">\u00a0<\/td>\n<td width=\"70\">\u00a0<\/td>\n<td width=\"81\">\u00a0<\/td>\n<td width=\"76\">\u00a0<\/td>\n<td width=\"92\">\u00a0<\/td>\n<\/tr>\n<tr>\n<td width=\"127\">\n<p>Total<\/p>\n<\/td>\n<td width=\"64\">\n<p>576.59<\/p>\n<\/td>\n<td width=\"46\">\n<p>99<\/p>\n<\/td>\n<td width=\"70\">\u00a0<\/td>\n<td width=\"81\">\u00a0<\/td>\n<td width=\"76\">\u00a0<\/td>\n<td width=\"92\">\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>Since the P-value (0.0000411) is much smaller than the standard significance level of 0.05, we reject the null hypothesis.<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>Conclusion:\u00a0There is no significant difference in the average ratings of Dancer -Remo D&#8217;Souza, Shakti Mohan, Raghav Juyal, Punit Pathak.<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction:\u00a0<\/p>\n<p>This report looks at how students at ITM Business School view four major Dancer, Remo D&#8217;Souza, Shakti Mohan, Raghav Juyal, Punit Pathak. We want to understand their opinions by analyzing the rankings they gave to these Dancer, from 1 (lowest) to 10 (highest). Using a method called ANOVA: Single Factor, we will check if there is a big difference in how students rated Dancer. This will help us see which banks students prefer and how they feel about them.\u00a0\u00a0<\/p>\n<p>Objective:\u00a0<\/p>\n<p>To find out if there are significant differences in the preferences (ratings) of ITM students for the Dancer &#8211; Remo D&#8217;Souza, Shakti Mohan, Raghav Juyal, Punit Pathak.<\/p>\n<p>Data Collection:<\/p>\n<p>\u00a0Students of ITM Business School were surveyed. Each student rated four movie genres i.e. Remo D&#8217;Souza, Shakti Mohan, Raghav Juyal, and Punit Pathak, on a scale of 1 to 10, were 1 indicates low preference and 10 indicates high preference. The ratings for each genre were recorded for analysis.<\/p>\n","protected":false},"author":139473,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-22050","post","type-post","status-publish","format-standard","hentry","category-uncategorized","entry"],"_links":{"self":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22050","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\/139473"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22050"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22050\/revisions"}],"predecessor-version":[{"id":22051,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22050\/revisions\/22051"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22050"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22050"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22050"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}