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Applied Multivariate Analysis

IIT Kanpur, , Prof. Amit Mitra

Updated On 02 Feb, 19

Overview

Contents:

Multivariate analysis is a fundamental concept in applied statistics. In this course - we shall first look at basic concepts of multivariate distributions and study standard multivariate distributions which provide multivariate counterparts of the univariate distributions
Multinomial - multivariate normal - Wishart and Hotellings T2distributions shall be studied in detail.Important applied multivariate data analysis concepts of principal component analysis, profile analysis - multivariate analysis of variance - cluster analysis - discriminant analysis and classification - factor analysis and canonical correlations analysis.

Includes

Lecture 16: Profile analysis-I

4.1 ( 11 )


Lecture Details

Applied Multivariate Analysis by Dr. Amit Mitra,Dr. Sharmishtha Mitra, Department of Mathematics and Science, IIT Kanpur. For more details on NPTEL visit httpnptel.iitm.ac.in

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Sam

Excellent course helped me understand topic that i couldn't while attendinfg my college.

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Dembe

Great course. Thank you very much.

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