{"id":22062,"date":"2024-10-26T07:55:56","date_gmt":"2024-10-26T02:25:56","guid":{"rendered":"http:\/\/www.sachdevajk.in\/?p=22062"},"modified":"2024-10-26T07:55:56","modified_gmt":"2024-10-26T02:25:56","slug":"title-comparison-of-luxury-bikes","status":"publish","type":"post","link":"http:\/\/www.sachdevajk.in\/?p=22062","title":{"rendered":"Title: Comparison of Luxury Bikes"},"content":{"rendered":"

Title:-<\/span><\/span> Comparison of Luxury Bikes<\/span><\/span><\/p>\n

\u00a0<\/p>\n

Author:- Saud Shaikh<\/span><\/span><\/p>\n

\u00a0<\/p>\n

Introduction:-<\/span><\/span> \u00a0 <\/span><\/span><\/p>\n

BMW Motorcycles<\/span><\/span>– <\/span><\/span>Known for luxury, performance, and German engineering, BMWs offer premium riding experiences.<\/span><\/span><\/p>\n

Kawasaki Motorcycles<\/span><\/span>– <\/span><\/span>Kawasaki, a Japanese brand, excels in sport<\/span><\/span>s<\/span><\/span> bikes and superbikes, known for power, speed, and innovation.<\/span><\/span><\/p>\n

Royal<\/span><\/span> Enfield Motorcycles<\/span><\/span>– <\/span><\/span>Royal Enfield, an Indian brand, offers classic motorcycles and cruiser bikes with a blend of modern technology and timeless design.<\/span><\/span><\/p>\n

Ninja Motorcycles<\/span><\/span>– <\/span><\/span>Ninja is a Kawasaki model line known for <\/span><\/span>its\u00a0<\/span><\/span>sleek design, powerful engines, and advanced features.<\/span><\/span><\/p>\n

\u00a0<\/p>\n

Objective:-<\/span><\/span> To compare these 4 items of <\/span><\/span>Bikes<\/span><\/span>.<\/span><\/span><\/p>\n

\u00a0<\/p>\n

Data <\/span><\/span>Collection:-<\/span><\/span> The data is taken f<\/span><\/span>rom<\/span><\/span> 4 Luxury <\/span><\/span>bikes<\/span><\/span> and asked 20 friends to rate them on <\/span><\/span>a<\/span><\/span> scale of 10.<\/span><\/span><\/p>\n

\u00a0<\/p>\n

Data <\/span><\/span>Analysis:-<\/span><\/span><\/p>\n\n\n\n\n\n\n\n\n
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\n

ANOVA<\/span><\/p>\n<\/div>\n<\/td>\n

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\n

\u00a0<\/p>\n<\/div>\n<\/td>\n

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\u00a0<\/p>\n<\/div>\n<\/td>\n

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\u00a0<\/p>\n<\/div>\n<\/td>\n

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\u00a0<\/p>\n<\/div>\n<\/td>\n

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\u00a0<\/p>\n<\/div>\n<\/td>\n

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\n

\u00a0<\/p>\n<\/div>\n<\/td>\n<\/tr>\n

\n
\n

Source of Variation<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

SS<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

df<\/span><\/p>\n<\/div>\n<\/td>\n

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\n

MS<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

F<\/span><\/p>\n<\/div>\n<\/td>\n

\n
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P-value<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

F crit<\/span><\/p>\n<\/div>\n<\/td>\n<\/tr>\n

\n
\n

Between Groups<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

23.7<\/span><\/p>\n<\/div>\n<\/td>\n

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\n

3<\/span><\/p>\n<\/div>\n<\/td>\n

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7.9<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

0.830314<\/span><\/p>\n<\/div>\n<\/td>\n

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\n

0.481287<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

2.724944<\/span><\/p>\n<\/div>\n<\/td>\n<\/tr>\n

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Within Groups<\/span><\/p>\n<\/div>\n<\/td>\n

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723.1<\/span><\/p>\n<\/div>\n<\/td>\n

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76<\/span><\/p>\n<\/div>\n<\/td>\n

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9.514474<\/span><\/p>\n<\/div>\n<\/td>\n

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\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

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\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

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\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n<\/tr>\n

\n
\n

\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

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\n

\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n<\/tr>\n

\n
\n

Total<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

746.8<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

79<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

\n
\n

\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n

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\u00a0<\/span><\/p>\n<\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/p>\n

The ANOVA table shows the results of <\/span><\/span>the\u00a0<\/span><\/span>analysis. The Between Groups Source of Variation has a sum of squares (SS) of 23.7 and 3 Degree<\/span><\/span>s<\/span><\/span> of freedom which results in a mean square (MS) of 7.9. The within groups of (SS) has 723.1 which <\/span><\/span>has <\/span><\/span>a\u00a0<\/span><\/span>small f crit of 2.724944. This indicates that there is a statistically significant difference between the means of the groups.<\/span><\/span><\/p>\n

H0= All are <\/span><\/span>the\u00a0<\/span><\/span>same<\/span><\/span><\/p>\n

H1=anyone of them is different <\/span><\/span><\/p>\n

The P value is 0.48 which is greater than 0.05 which means we <\/span><\/span>must<\/span><\/span> accept <\/span><\/span>the\u00a0<\/span><\/span>null hypothesis with the degree of freedom (<\/span><\/span>df<\/span><\/span>) of 3 is 76.<\/span><\/span><\/p>\n

\u00a0<\/p>\n

Conclusion:-<\/span><\/span> H0 which means all 4 <\/span><\/span>Bikes<\/span><\/span> are same.<\/span><\/span><\/p>\n

\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"

Title:- Comparison of Luxury Bikes \u00a0 Author:- Saud Shaikh \u00a0 Introduction:- \u00a0 BMW Motorcycles– Known for luxury, performance, and German engineering, BMWs offer premium riding experiences. Kawasaki Motorcycles– Kawasaki, a Japanese brand, excels in sports bikes and superbikes, known for power, speed, and innovation. Royal Enfield Motorcycles– Royal Enfield, an Indian brand, offers classic motorcycles… Continue reading Title: Comparison of Luxury Bikes<\/span><\/a><\/p>\n","protected":false},"author":139599,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-22062","post","type-post","status-publish","format-standard","hentry","category-management","entry"],"_links":{"self":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22062","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\/139599"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22062"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22062\/revisions"}],"predecessor-version":[{"id":22063,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22062\/revisions\/22063"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22062"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22062"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22062"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}