{"id":21722,"date":"2024-10-26T07:58:47","date_gmt":"2024-10-26T02:28:47","guid":{"rendered":"http:\/\/www.sachdevajk.in\/?p=21722"},"modified":"2024-10-26T07:58:47","modified_gmt":"2024-10-26T02:28:47","slug":"anova-analysis-of-fashion-brands-2","status":"publish","type":"post","link":"http:\/\/www.sachdevajk.in\/?p=21722","title":{"rendered":"ANOVA Analysis of Fashion Brands."},"content":{"rendered":"<p style=\"text-align: center\"><b><i><span data-contrast=\"none\">Fashion brands and their ratings.<\/span><\/i><\/b><span data-ccp-props=\"{&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559731&quot;:0,&quot;335559738&quot;:2400}\">\u00a0<\/span><\/p>\n<p style=\"text-align: center\"><span data-contrast=\"none\">Smriti Ahuja (021330024578)<\/span><span data-ccp-props=\"{&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p style=\"text-align: center\"><span data-contrast=\"none\">ITM Skills University.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p style=\"text-align: center\"><b><i><span data-contrast=\"none\">Introduction<\/span><\/i><\/b><span data-ccp-props=\"{&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u00a0Some popular\u00a0fashion brands in India are Zudio, Zara, Pantaloon and H&amp;M, these different fashion brands are known for their different characteristics with each brand leading in some or the other; For example, Zudio gives its customers a wide range of products with affordable price range\u00a0while Zara leads in trendy fashion sense. <\/span><span data-ccp-props=\"{&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p style=\"text-align: center\"><b><i><span data-contrast=\"none\">Objective<\/span><\/i><\/b><span data-ccp-props=\"{&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\"> To determine whether the customers are in a harmony while selecting fashion brands or their choices vary across the 4 brands.<\/span><span data-ccp-props=\"{&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p style=\"text-align: center\"><b><i><span data-contrast=\"none\">Data Collection<\/span><\/i><\/b><span data-ccp-props=\"{&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u00a0To conduct this research the data was collected\u00a0from 25 students through a questionnaire with response ratings scaling from 1-10, 1 being least preferable and 10 being highest favourable, also post data collection single factor Anova was calculated to analyse the differences in ratings between the mentioned fashion brands.<\/span><span data-ccp-props=\"{&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p style=\"text-align: center\"><b><i><span data-contrast=\"none\">Data Analysis<\/span><\/i><\/b><span data-ccp-props=\"{&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<table dir=\"ltr\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\" data-sheets-root=\"1\">\n<colgroup>\n<col width=\"129\" \/>\n<col width=\"123\" \/>\n<col width=\"131\" \/>\n<col width=\"117\" \/>\n<col width=\"111\" \/>\n<col width=\"113\" \/>\n<col width=\"138\" \/><\/colgroup>\n<tbody>\n<tr>\n<td data-sheets-value=\"[null,2,&quot;ANOVA&quot;]\">ANOVA<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td data-sheets-value=\"[null,2,&quot;Source of Variation&quot;]\">Source of Variation<\/td>\n<td data-sheets-value=\"[null,2,&quot;SS&quot;]\">SS<\/td>\n<td data-sheets-value=\"[null,2,&quot;df&quot;]\">df<\/td>\n<td data-sheets-value=\"[null,2,&quot;MS&quot;]\">MS<\/td>\n<td data-sheets-value=\"[null,2,&quot;F&quot;]\">F<\/td>\n<td data-sheets-value=\"[null,2,&quot;P-value&quot;]\">P-value<\/td>\n<td data-sheets-value=\"[null,2,&quot;F crit&quot;]\">F crit<\/td>\n<\/tr>\n<tr>\n<td data-sheets-value=\"[null,2,&quot;Between Groups&quot;]\">Between Groups<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:28.590000000000202}\">28.59<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:3.0}\">3<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:9.530000000000067}\">9.53<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:2.275820895522404}\">2.275820896<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:0.08468851089840701}\">0.0846885109<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:2.69939259755218}\">2.699392598<\/td>\n<\/tr>\n<tr>\n<td data-sheets-value=\"[null,2,&quot;Within Groups&quot;]\">Within Groups<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:402.0}\">402<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:96.0}\">96<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:4.1875}\">4.1875<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td data-sheets-value=\"[null,2,&quot;Total&quot;]\">Total<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:430.5900000000002}\">430.59<\/td>\n<td data-sheets-value=\"{&quot;1&quot;:3,&quot;3&quot;:99.0}\">99<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Null Hypothesis(H0) -: There is no significant difference in the average ratings between the fashion brands.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Alternate\u00a0Hypothesis(H1) -: There is a significant difference in the average of ratings between at least any 2 fasshion brands.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\"> As the P-value is <\/span><b><span data-contrast=\"none\">0.084 <\/span><\/b><span data-contrast=\"none\">which is more than the significant level of <\/span><b><span data-contrast=\"none\">0.05 <\/span><\/b><span data-contrast=\"none\">this indicates that we will accept the Null Hypothesis(H0) and reject the Alternate Hypothesis(H1).<\/span><span data-ccp-props=\"{&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p style=\"text-align: center\"><b><i><span data-contrast=\"none\">Conclusion<\/span><\/i><\/b><span data-ccp-props=\"{&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">As we accept the Null Hypothesis, we can say that there is no statistically significant difference in the average rating of 4 fashion brands.<\/span><span data-ccp-props=\"{&quot;335559731&quot;:0}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Fashion brands and their ratings.\u00a0 Smriti Ahuja (021330024578)\u00a0 ITM Skills University.\u00a0 \u00a0 Introduction\u00a0 \u00a0Some popular\u00a0fashion brands in India are Zudio, Zara, Pantaloon and H&amp;M, these different fashion brands are known for their different characteristics with each brand leading in some or the other; For example, Zudio gives its customers a wide range of products with&hellip; <a class=\"more-link\" href=\"http:\/\/www.sachdevajk.in\/?p=21722\">Continue reading <span class=\"screen-reader-text\">ANOVA Analysis of Fashion Brands.<\/span><\/a><\/p>\n","protected":false},"author":139440,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[844],"class_list":["post-21722","post","type-post","status-publish","format-standard","hentry","category-management","tag-mba-finance","entry"],"_links":{"self":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21722","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\/139440"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=21722"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21722\/revisions"}],"predecessor-version":[{"id":21723,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21722\/revisions\/21723"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=21722"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=21722"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=21722"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}