{"id":22024,"date":"2024-10-26T07:57:06","date_gmt":"2024-10-26T02:27:06","guid":{"rendered":"http:\/\/www.sachdevajk.in\/?p=22024"},"modified":"2024-10-26T07:57:06","modified_gmt":"2024-10-26T02:27:06","slug":"comparative-analysis-between-4-car-brands","status":"publish","type":"post","link":"http:\/\/www.sachdevajk.in\/?p=22024","title":{"rendered":"Comparative analysis between 4 Car Brands."},"content":{"rendered":"

Title:<\/strong> Comparative analysis between 4 Car Brands.<\/p>\n

Author:<\/strong> Janhavi Kale<\/p>\n

Introduction: BMW: <\/strong>A luxury automaker known for high-performance cars and motorcycles, blending innovation with style in models like the 3 Series and X5.<\/p>\n

Hyundai: <\/strong>A global car brand offering affordable, tech-forward vehicles, including electric models like the Kona, known for safety and modern design.<\/p>\n

Toyota: <\/strong>A leading automaker famous for reliable, fuel-efficient vehicles and hybrids like the Prius, with a strong focus on sustainability.<\/p>\n

Mahindra<\/strong>: An Indian brand known for rugged SUVs like the Scorpio and Thar, excelling in off-road and commercial vehicles, with growing efforts in electric mobility.<\/p>\n

Objective:<\/strong> Find out whether all Car Brands are same or not.<\/p>\n

Data Collection:<\/strong> Primary data was collected in a classroom setting, with 20 students participating. The students provided ratings on a scale of 1 to 10. The collected data was subsequently analyzed, and an ANOVA table was generated for further statistical interpretation.<\/p>\n

Data Analysis: <\/strong><\/p>\n

Ho: All Car Brands are same.<\/p>\n

H1: Any one of the Car Brands is different.<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\n

Anova: Single Factor<\/p>\n<\/td>\n

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

SUMMARY<\/p>\n<\/td>\n

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

Groups<\/em><\/p>\n<\/td>\n

\n

Count<\/em><\/p>\n<\/td>\n

\n

Sum<\/em><\/p>\n<\/td>\n

\n

Average<\/em><\/p>\n<\/td>\n

\n

Variance<\/em><\/p>\n<\/td>\n

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

Toyota<\/p>\n<\/td>\n

\n

20<\/p>\n<\/td>\n

\n

164<\/p>\n<\/td>\n

\n

8.2<\/p>\n<\/td>\n

\n

2.484210526<\/p>\n<\/td>\n

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

Mahindra<\/p>\n<\/td>\n

\n

20<\/p>\n<\/td>\n

\n

147<\/p>\n<\/td>\n

\n

7.35<\/p>\n<\/td>\n

\n

1.818421053<\/p>\n<\/td>\n

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

Hyundai<\/p>\n<\/td>\n

\n

20<\/p>\n<\/td>\n

\n

140<\/p>\n<\/td>\n

\n

7<\/p>\n<\/td>\n

\n

2.315789474<\/p>\n<\/td>\n

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

BMW<\/p>\n<\/td>\n

\n

20<\/p>\n<\/td>\n

\n

183<\/p>\n<\/td>\n

\n

9.15<\/p>\n<\/td>\n

\n

0.871052632<\/p>\n<\/td>\n

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

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

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

Source of Variation<\/em><\/p>\n<\/td>\n

\n

SS<\/em><\/p>\n<\/td>\n

\n

df<\/em><\/p>\n<\/td>\n

\n

MS<\/em><\/p>\n<\/td>\n

\n

F<\/em><\/p>\n<\/td>\n

\n

P-value<\/em><\/p>\n<\/td>\n

\n

F crit<\/em><\/p>\n<\/td>\n<\/tr>\n

\n

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

\n

55.25<\/p>\n<\/td>\n

\n

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

\n

18.41666667<\/p>\n<\/td>\n

\n

9.836027173<\/p>\n<\/td>\n

\n

0.00001<\/p>\n<\/td>\n

\n

2.72494392<\/p>\n<\/td>\n<\/tr>\n

\n

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

\n

142.3<\/p>\n<\/td>\n

\n

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

\n

1.872368421<\/p>\n<\/td>\n

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

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

\n

197.55<\/p>\n<\/td>\n

\n

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

\n

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

\n

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

\n

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

\n

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

\u00a0<\/p>\n

The above anova table shows the P value which determines whether we accept or reject the null hypothesis and vice versa. The P value for the data collected and analyzed is 0.0001, which is less than 0.05 meaning we accept alternate hypothesis.<\/p>\n

Conclusion:<\/strong> P value is 0.0001 which is less than 0.05 therefore we reject null hypothesis and accept alternate hypothesis, that concludes that any one of the Car Brands is different.\u00a0<\/p>\n

\u00a0<\/p>\n

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

Title: Comparative analysis between 4 Car Brands. Author: Janhavi Kale Introduction: BMW: A luxury automaker known for high-performance cars and motorcycles, blending innovation with style in models like the 3 Series and X5. Hyundai: A global car brand offering affordable, tech-forward vehicles, including electric models like the Kona, known for safety and modern design. Toyota:… Continue reading Comparative analysis between 4 Car Brands.<\/span><\/a><\/p>\n","protected":false},"author":139560,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38],"tags":[446],"class_list":["post-22024","post","type-post","status-publish","format-standard","hentry","category-finance","tag-itm-kharghar","entry"],"_links":{"self":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22024","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\/139560"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22024"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22024\/revisions"}],"predecessor-version":[{"id":22025,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22024\/revisions\/22025"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22024"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22024"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22024"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}