{"id":21680,"date":"2024-10-26T07:58:48","date_gmt":"2024-10-26T02:28:48","guid":{"rendered":"http:\/\/www.sachdevajk.in\/?p=21680"},"modified":"2024-10-26T07:58:48","modified_gmt":"2024-10-26T02:28:48","slug":"automotive-industry-company-correlation-analysis","status":"publish","type":"post","link":"http:\/\/www.sachdevajk.in\/?p=21680","title":{"rendered":"Automotive Industry Company Correlation Analysis"},"content":{"rendered":"

Title: Automotive Industry Company Correlation Analysis<\/strong><\/p>\n

Introduction<\/strong><\/p>\n

The top 4 Automotive companies are Toyota, Ferrari, Porsche and Tesla. These companies have revolutionized the automotive industry with innovative design, technologies and business model.<\/p>\n

Author:<\/strong> \u00a0Pooja Sharma (Roll No. 021330024151)<\/strong><\/p>\n

Objective:<\/strong> The objective is to find out Beta (\u03b2) value and its significance.<\/p>\n

Data Collection:<\/strong> I collected the data using the google forms to get the idea what are different individual perspectives with regards to Tesla, Toyota, Ferrari and Porsche.<\/p>\n

Data Analysis:<\/strong> we are trying to find out correlation between TESLA, TOYOTA, PORSCHE & FERRARI.<\/p>\n

Hypothesis<\/p>\n

H0: There is no significant relationship<\/p>\n

H1: there is a significant relationship<\/p>\n

P-value: 0.881586<\/p>\n

Because P-value is greater than 0.05 which shows that there is no significant relationship between these 4 companies. So, we accept the Null hypothesis and reject the Alternate Hypothesis.<\/p>\n

ANOVA Table:<\/strong><\/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<\/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

Tesla<\/p>\n<\/td>\n

\n

30<\/p>\n<\/td>\n

\n

213<\/p>\n<\/td>\n

\n

7.1<\/p>\n<\/td>\n

\n

4.231034<\/p>\n<\/td>\n

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

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

\n

30<\/p>\n<\/td>\n

\n

218<\/p>\n<\/td>\n

\n

7.266667<\/p>\n<\/td>\n

\n

3.650575<\/p>\n<\/td>\n

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

Porsche<\/p>\n<\/td>\n

\n

30<\/p>\n<\/td>\n

\n

244<\/p>\n<\/td>\n

\n

8.133333<\/p>\n<\/td>\n

\n

3.016092<\/p>\n<\/td>\n

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

Ferrari<\/p>\n<\/td>\n

\n

30<\/p>\n<\/td>\n

\n

217<\/p>\n<\/td>\n

\n

7.233333<\/p>\n<\/td>\n

\n

3.978161<\/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

2.466666667<\/p>\n<\/td>\n

\n

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

\n

0.822222<\/p>\n<\/td>\n

\n

0.221089<\/p>\n<\/td>\n

\n

0.881586<\/p>\n<\/td>\n

\n

2.682809<\/p>\n<\/td>\n<\/tr>\n

\n

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

\n

431.4<\/p>\n<\/td>\n

\n

116<\/p>\n<\/td>\n

\n

3.718966<\/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

433.8666667<\/p>\n<\/td>\n

\n

119<\/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

Conclusion: <\/strong><\/p>\n

We accept the Null Hypothesis and reject the Alternate Hypothesis, as because there is no significant relationship.<\/p>\n

\u00a0<\/p>\n

\u00a0<\/p>\n

\u00a0<\/p>\n

\u00a0<\/p>\n

\u00a0<\/p>\n

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

Title: Automotive Industry Company Correlation Analysis Introduction The top 4 Automotive companies are Toyota, Ferrari, Porsche and Tesla. These companies have revolutionized the automotive industry with innovative design, technologies and business model. Author: \u00a0Pooja Sharma (Roll No. 021330024151) Objective: The objective is to find out Beta (\u03b2) value and its significance. Data Collection: I collected… Continue reading Automotive Industry Company Correlation Analysis<\/span><\/a><\/p>\n","protected":false},"author":139448,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38],"tags":[],"class_list":["post-21680","post","type-post","status-publish","format-standard","hentry","category-finance","entry"],"_links":{"self":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21680","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\/139448"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=21680"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21680\/revisions"}],"predecessor-version":[{"id":21681,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21680\/revisions\/21681"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=21680"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=21680"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=21680"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}