OMG355: Multivariate Data Analysis syllabus for ECE 2021 regulation (Open Elective-IV)

Multivariate Data Analysis detailed syllabus for Electronics & Communication Engineering (ECE) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the ECE 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.

For Electronics & Communication Engineering 7th Sem scheme and its subjects, do visit ECE 7th Sem 2021 regulation scheme. For Open Elective-IV scheme and its subjects refer to ECE Open Elective-IV syllabus scheme. The detailed syllabus of multivariate data analysis is as follows.

Course Objectives:

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Unit I

INTRODUCTION 9 Uni-variate, Bi-variate and Multi-variate techniques – Classification of multivariate techniques -Guidelines for multivariate analysis and interpretation.

Unit II

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Unit III

MULTIPLE LINEAR REGRESSION ANALYSIS, FACTOR ANALYSIS 9 Multiple Linear Regression Analysis – Inferences from the estimated regression function – Validation of the model. -Approaches to factor analysis – interpretation of results.

Unit IV

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Unit V

ADVANCED MULTIVARIATE TECHNIQUES 9 Multiple Discriminant Analysis, Logistic Regression, Cluster Analysis, Conjoint Analysis, multidimensional scaling.

Course Outcomes:

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Reference Books:

1. Joseph F Hair, Rolph E Anderson, Ronald L. Tatham & William C. Black, Multivariate Data Analysis, Pearson Education, New Delhi, 2005.
2. Barbara G. Tabachnick, Linda S.Fidell, Using Multivariate Statistics, 6th Edition, Pearson, 2012.
3. Richard A Johnson and Dean W.Wichern, Applied Multivariate Statistical Analysis, Prentice Hall, New Delhi, 2005.
4. David R Anderson, Dennis J Seveency, and Thomas A Williams, Statistics for Business and Economics, Thompson, Singapore, 2002

For detailed syllabus of all the other subjects of Electronics & Communication Engineering 7th Sem, visit ECE 7th Sem subject syllabuses for 2021 regulation.

For all Electronics & Communication Engineering results, visit Anna University ECE all semester results direct link.