{"id":57565,"date":"2023-09-02T15:17:46","date_gmt":"2023-09-02T15:17:46","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/cie351-multivariate-data-analysis-syllabus-for-industrial-2021-regulation-professional-elective-iii\/"},"modified":"2023-09-02T15:17:46","modified_gmt":"2023-09-02T15:17:46","slug":"cie351-multivariate-data-analysis-syllabus-for-industrial-2021-regulation-professional-elective-iii","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/cie351-multivariate-data-analysis-syllabus-for-industrial-2021-regulation-professional-elective-iii\/","title":{"rendered":"CIE351: Multivariate Data Analysis syllabus for Industrial 2021 regulation (Professional Elective-III)"},"content":{"rendered":"

Multivariate Data Analysis detailed syllabus for Industrial Engineering (Industrial) for 2021 regulation curriculum has been taken from the Anna Universities<\/a> official website and presented for the Industrial students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below. <\/p>\n

For Industrial Engineering 5th Sem scheme and its subjects, do visit Industrial 5th Sem 2021 regulation scheme<\/a>. For Professional Elective-III scheme and its subjects refer to Industrial Professional Elective-III syllabus scheme<\/a>. The detailed syllabus of multivariate data analysis is as follows. <\/p>\n

Course Objectives:<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
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Unit I<\/h4>\n

MULTIVARIATE METHODS
\nAn overview of Multivariate methods, Multivariate Normal distribution, Eigen values and Eigen vectors.\n<\/p>\n

Unit II<\/h4>\n

REGRESSION\t9<\/strong>
\nSimple Regression and Correlation – Estimation using the regression line, Correlation analysis, Multiple regression and Correlation analysis – Finding the Multiple Regression equation, Modelling techniques, Making inferences about the population parameters.\n<\/p>\n

Unit III<\/h4>\n

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Unit IV<\/h4>\n

DISCRIMINANT ANALYSIS\t9<\/strong>
\nDiscriminant analysis – Discrimination for two multivariate normal Populations – Discriminant functions – Structured Equation Modelling (SEM).\n<\/p>\n

Unit V<\/h4>\n

CLUSTER ANALYSIS\t9<\/strong>
\nCluster analysis – Clustering methods, Multivariate analysis of Variance\n<\/p>\n

Course Outcomes:<\/h4>\n
    \n
  1. Can apply the multivariate, analysis techniques for statistical analysis<\/li>\n
  2. Can apply the regression, analysis techniques for statistical analysis<\/li>\n
  3. Can apply the factor, analysis techniques for statistical analysis<\/li>\n
  4. Can apply the discriminent analysis techniques for statistical analysis<\/li>\n
  5. Can apply the cluster analysis techniques for statistical analysis<\/li>\n<\/ol>\n

    Reference Books:<\/h4>\n

    Download the iStudy App for all syllabus and other updates.<\/a>
    \"Get<\/a><\/h4>\n

    For detailed syllabus of all the other subjects of Industrial Engineering 5th Sem, visit Industrial 5th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n

    For all Industrial Engineering results, visit Anna University Industrial all semester results<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"

    Multivariate Data Analysis detailed syllabus for Industrial Engineering (Industrial) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the Industrial students. For course […]<\/p>\n","protected":false},"author":2297,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[159],"tags":[],"class_list":["post-57565","post","type-post","status-publish","format-standard","hentry","category-industrial"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/57565","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/users\/2297"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=57565"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/57565\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=57565"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=57565"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=57565"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}