Applied Multivariate Analysis

Applied Multivariate Analysis
Applied Multivariate Analysis by Dr. Amit Mitra,Dr. Sharmishtha Mitra, Department of Mathematics and Science, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Mod-01 Lec-01 Lecture 1 - Basic concepts on multivariate distribution - I
Mod-01 Lec-02 Basic concepts on multivariate distribution - II
Mod-01 Lec-03 Multivariate normal distribution - I
Mod-01 Lec-04 Multivariate normal distribution - II
Mod-01 Lec-05 Multivariate normal distribution - III
Mod-01 Lec-06 Some problems on multivariate distributions - I
Mod-01 Lec-07 Some problems on multivariate distributions - II
Mod-01 Lec-08 Random sampling from multivariate normal distribution and Wishart distribution - I
Mod-01 Lec-09 Random sampling from multivariate normal distribution and Wishart distribution - II
Mod-01 Lec-10 Random sampling from multivariate normal distribution and Wishart distribution - III
Mod-01 Lec-11 Wishart distribution and it's properties -I
Mod-01 Lec-12 Wishart distribution and it's properties- II
Mod-01 Lec-13 Hotelling's T2 distribution and it's applications
Mod-01 Lec-14 Hotelling's T2 distribution and various confidence intervals and regions
Mod-01 Lec-15 Hotelling's T2 distribution and Profile analysis
Mod-01 Lec-16 Profile analysis-I
Mod-01 Lec-17 Profile analysis II
Mod-01 Lec-18 MANOVA-I
Mod-01 Lec-19 MANOVA- II
Mod-01 Lec-20 MANOVA- III
Mod-01 Lec-21 MANOVA & Multiple correlation coefficient
Mod-01 Lec-22 Multiple correlation coefficient
Mod-01 Lec-23 Principal component analysis
Mod-01 Lec-24 Principal component analysis
Mod-01 Lec-25 Principal component analysis
Mod-01 Lec-26 Cluster Analysis
Mod-01 Lec-27 Cluster Analysis
Mod-01 Lec-28 Cluster Analysis
Mod-01 Lec-29 Cluster Analysis
Mod-01 Lec-30 Discriminant analysis and classification
Mod-01 Lec-31 Discriminant Analysis and Classification
Mod-01 Lec-32 Discriminant Analysis and Classification
Mod-01 Lec-33 Discriminant Analysis and Classification
Mod-01 Lec-34 Discriminant Analysis and Classification
Mod-01 Lec-35 Discriminant Analysis and classification
Mod-01 Lec-36 Discriminant Analysis and Classification
Mod-01 Lec-37 Factor_Analysis
Mod-01 Lec-38 Factor_Analysis
Mod-01 Lec-39 Factor_Analysis
Mod-01 Lec-40 Canonical Correlation Analysis
Mod-01 Lec-41 Canonical Correlation Analysis
Mod-01 Lec-42 Canonical Correlation Analysis