{"id":16711,"date":"2019-12-10T03:55:30","date_gmt":"2019-12-10T03:55:30","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/multi-variate-statistical-analysis-industrial-engg-5th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-i\/"},"modified":"2020-07-07T12:41:45","modified_gmt":"2020-07-07T12:41:45","slug":"multi-variate-statistical-analysis-industrial-engg-5th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-i","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/multi-variate-statistical-analysis-industrial-engg-5th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-i\/","title":{"rendered":"Multi-Variate Statistical Analysis Industrial Engg 5th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective I)"},"content":{"rendered":"<p>Multi-Variate Statistical Analysis Industrial Engg 5th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective I) detail syllabus for Industrial Engineering (Industrial Engg), 2017 regulation is collected from the <a href=\"https:\/\/www.annauniv.edu\/\" target=\"_blank\" rel=\"noopener\">Anna Univ<\/a> official website and presented for students of Anna University. The details of the course are: course code (IE8077), Category (PE), Contact Periods\/week (3), Teaching hours\/week (3), Practical Hours\/week (0). The total course credits are given in combined syllabus.<\/p>\n<p>For all other industrial engg 5th sem syllabus for be 2017 regulation anna univ you can visit <a href=\"..\/industrial-engg-5th-sem-syllabus-for-be-2017-regulation-anna-univ\">Industrial Engg 5th Sem syllabus for BE 2017 regulation Anna Univ Subjects<\/a>. For all other Professional Elective I subjects do refer to <a href=\"..\/professional-elective-i-industrial-engg-5th-sem-syllabus-for-be-2017-regulation-anna-univ\">Professional Elective I<\/a>. The detail syllabus for multi-variate statistical analysis is as follows.<\/p>\n<h4>Course Objective:<\/h4>\n<ul>\n<li>To impart knowledge on the applications of multivariate statistical analysis<\/li>\n<\/ul>\n<h4>Unit I<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<h4>Unit II<\/h4>\n<p><strong>Regression<\/strong><br \/>\nInferences about population parameters &#8211; Simple Regression, and Correlation &#8211; Estimation using the regression line, correlation analysis, Multiple Regression- Logistic Regression &#8211; Canonical Correlation analysis-Multivariate analysis of variance.<\/p>\n<h4>Unit III<\/h4>\n<p><strong>Factor Analysis<\/strong><br \/>\nPrincipal components analysis &#8211; Objectives, estimation of principal components, testing for independence of variables, Factor analysis model &#8211; Method of estimation &#8211; Factor rotation -Factor Scores<\/p>\n<h4>Unit IV<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<h4>Unit V<\/h4>\n<p><strong>Cluster Analysis<\/strong><br \/>\nCluster analysis &#8211; Clustering methods, Hierarchical clustering methods &#8211; Single Linkage, Complete Linkage, Average Linkage, Wards Hierarchical Clustering Method, Non Hierarchical Clustering methods &#8211; K-means Method, Validation and profiling of clusters<\/p>\n<h4>Course Outcome:<\/h4>\n<ul>\n<li>Can apply the multivariate, regression, factor, discriminent and cluster analysis techniques for statistical analysis.<\/li>\n<\/ul>\n<h4>Text Books:<\/h4>\n<ol>\n<li>Theodore W. Anderson, &#8220;An Introduction to Multivariate Statistical Analysis&#8221;, 3rd Edition, Wiley, 2003<\/li>\n<\/ol>\n<h4>References:<\/h4>\n<ol>\n<li>Hardle, Wolfgang Karl, Simar, Leopold, &#8220;Applied Multivariate Statistical Analysis&#8221;, Springer 2015<\/li>\n<li>Adachi, Kohei, &#8220;Matrix-Based Introduction to Multivariate Data Analysis&#8221;, Springer, 2016<\/li>\n<li>J. Olive, David, &#8220;Robust Multivariate Analysis&#8221;, Springer 2017<\/li>\n<\/ol>\n<p>For detail syllabus of all other subjects of BE Industrial Engg, 2017 regulation do visit <a href=\"https:\/\/www.inspirenignite.com\/anna-university\/industrial-engg-5th-sem-syllabus-for-be-2017-regulation-anna-univ\/\">Industrial Engg 5th Sem syllabus for 2017 Regulation<\/a>.<\/p>\n<p>Dont forget to <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a> for latest syllabus and results, class timetable and more.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Multi-Variate Statistical Analysis Industrial Engg 5th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective I) detail syllabus for Industrial Engineering (Industrial Engg), 2017 regulation is collected from the [&hellip;]<\/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":[48,55],"tags":[],"class_list":["post-16711","post","type-post","status-publish","format-standard","hentry","category-5th-sem","category-ind-engg"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/16711","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=16711"}],"version-history":[{"count":1,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/16711\/revisions"}],"predecessor-version":[{"id":27891,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/16711\/revisions\/27891"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=16711"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=16711"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=16711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}